landscape.yml

landscape:
  - category:
    name: Machine Learning
    subcategories:
      - subcategory:
        name: Framework
        items:
          - item:
            name: Accord.NET
            homepage_url: http://accord-framework.net/
            repo_url: https://github.com/accord-net/framework
            logo: accord-net.svg
            crunchbase: https://www.crunchbase.com/organization/accord-net-framework-project
          - item:
            name: Candle
            homepage_url: https://github.com/huggingface/candle
            repo_url: https://github.com/huggingface/candle
            logo: candle.svg
            crunchbase: https://www.crunchbase.com/organization/hugging-face
          - item:
            name: LightGBM
            homepage_url: https://github.com/Microsoft/LightGBM
            repo_url: https://github.com/Microsoft/LightGBM
            logo: lightgbm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Mahout
            homepage_url: https://mahout.apache.org/
            repo_url: https://github.com/apache/mahout
            logo: mahout.svg
            twitter: https://twitter.com/ApacheMahout
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: ML.net
            homepage_url: https://dotnet.microsoft.com/en-us/apps/machinelearning-ai/ml-dotnet
            repo_url: https://github.com/dotnet/machinelearning
            logo: ml-net.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Ray
            homepage_url: https://bair.berkeley.edu/blog/2018/01/09/ray/
            repo_url: https://github.com/ray-project/ray
            logo: ray.svg
            crunchbase: https://www.crunchbase.com/organization/university-of-california-berkeley
          - item:
            name: ZenML
            homepage_url: https://zenml.io/
            repo_url: https://github.com/zenml-io/zenml
            logo: zenml.svg
            twitter: https://twitter.com/zenml_io
            crunchbase: https://www.crunchbase.com/organization/maiot-c7f4
      - subcategory:
        name: Platform
        items:
          - item:
            name: Alink
            homepage_url: https://github.com/alibaba/Alink
            repo_url: https://github.com/alibaba/Alink
            logo: alink.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: Angel-ML
            homepage_url: https://angelml.ai/
            project: graduated
            repo_url: https://github.com/Angel-ML/angel
            logo: angel.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Apache SystemML
            homepage_url: https://systemds.apache.org
            repo_url: https://github.com/apache/systemds
            logo: apache-system-ml.svg
            twitter: https://twitter.com/ApacheSystemML
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: AX
            homepage_url: https://ax.dev/
            repo_url: https://github.com/facebook/Ax
            logo: ax.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Cortex
            homepage_url: https://www.cortex.dev/
            repo_url: https://github.com/cortexlabs/cortex
            logo: cortex.svg
            crunchbase: https://www.crunchbase.com/organization/cortex-dev
          - item:
            name: ForestFlow
            homepage_url: https://forestflow.ai
            project: incubating
            repo_url: https://github.com/ForestFlow/ForestFlow
            logo: forestflow.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: H2o.ai
            homepage_url: https://www.h2o.ai/
            repo_url: https://github.com/h2oai/h2o-3
            logo: h2o-ai.svg
            crunchbase: https://www.crunchbase.com/organization/h2o-2
          - item:
            name: Kubeflow
            homepage_url: https://www.kubeflow.org/
            repo_url: https://github.com/kubeflow/kubeflow
            logo: kubeflow.svg
            twitter: https://twitter.com/kubeflow
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Metaflow
            homepage_url: https://metaflow.org/
            repo_url: https://github.com/Netflix/metaflow
            logo: metaflow.svg
            twitter: https://twitter.com/MetaflowOSS
            crunchbase: https://www.crunchbase.com/organization/netflix
          - item:
            name: MLFlow
            homepage_url: https://mlflow.org/
            repo_url: https://github.com/mlflow/mlflow
            logo: mlflow.svg
            twitter: https://twitter.com/MLflow
            crunchbase: https://www.crunchbase.com/organization/databricks
          - item:
            name: PredictionIO
            homepage_url: https://predictionio.apache.org/
            repo_url: https://github.com/apache/predictionio
            logo: apache-predictionio.svg
            twitter: https://twitter.com/ApachePIO
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Seldon
            homepage_url: https://www.seldon.io/
            repo_url: https://github.com/SeldonIO/seldon-core
            logo: seldon.svg
            crunchbase: https://www.crunchbase.com/organization/seldon
          - item:
            name: Vowpal Wabbit
            homepage_url: https://github.com/VowpalWabbit/vowpal_wabbit/wiki
            repo_url: https://github.com/VowpalWabbit/vowpal_wabbit
            logo: vowpal-wabbit.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
      - subcategory:
        name: Library
        items:
          - item:
            name: 1chipML
            homepage_url: https://github.com/1chipML/
            project: sandbox
            repo_url: https://github.com/1chipML/1chipML
            logo: 1chipML.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: AutoGluon
            homepage_url: https://auto.gluon.ai/
            repo_url: https://github.com/awslabs/autogluon
            logo: autogluon.svg
            twitter: https://twitter.com/autogluon
            crunchbase: https://www.crunchbase.com/organization/amazon-web-services
          - item:
            name: CatBoost
            homepage_url: https://catboost.ai
            repo_url: https://github.com/catboost/catboost
            logo: catboost.svg
            twitter: https://twitter.com/catboostml
            crunchbase: https://www.crunchbase.com/organization/yandex
          - item:
            name: DeepCausality
            homepage_url: https://DeepCausality.com
            project: sandbox
            repo_url: https://github.com/deepcausality-rs/deep_causality
            logo: deepcausality.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Flashlight
            homepage_url: https://github.com/flashlight/flashlight
            repo_url: https://github.com/flashlight/flashlight
            logo: flashlight.svg
            twitter: https://twitter.com/MetaAI
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: MediaPipe
            homepage_url: https://mediapipe.dev/
            repo_url: https://github.com/google/mediapipe
            logo: mediapipe.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: mlpack
            homepage_url: https://www.mlpack.org/
            repo_url: https://github.com/mlpack/mlpack
            logo: mlpack.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/georgia-institute-of-technology
          - item:
            name: Nilearn
            homepage_url: https://nilearn.github.io/
            repo_url: https://github.com/nilearn/nilearn
            logo: nilearn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/inria
          - item:
            name: OpenCV
            homepage_url: https://opencv.org
            repo_url: https://github.com/opencv/opencv
            logo: open-cv.svg
            crunchbase: https://www.crunchbase.com/organization/opencv
          - item:
            name: OpenNN
            homepage_url: https://www.opennn.net
            repo_url: https://github.com/Artelnics/OpenNN
            logo: opennn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/artelnics
          - item:
            name: PyCaret
            homepage_url: https://pycaret.org/
            repo_url: https://github.com/pycaret/pycaret
            logo: pycaret.svg
            crunchbase: https://www.crunchbase.com/organization/pycaret
          - item:
            name: Recommenders
            homepage_url: https://microsoft-recommenders.readthedocs.io/
            project: sandbox
            repo_url: https://github.com/microsoft/recommenders
            license: MIT
            logo: recommenders.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: SapientML
            homepage_url: https://github.com/sapientml/sapientml
            project: sandbox
            repo_url: https://github.com/sapientml/sapientml
            logo: sapientml.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: SciKit-learn
            homepage_url: https://scikit-learn.org/stable/
            repo_url: https://github.com/scikit-learn/scikit-learn
            logo: sci-kit-learn.svg
            twitter: https://twitter.com/scikit_learn
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Shogun
            homepage_url: https://www.shogun.ml/
            repo_url: https://github.com/shogun-toolbox/shogun
            logo: shogun.svg
            twitter: https://twitter.com/ShogunML
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Sonnet
            homepage_url: https://sonnet.dev/
            repo_url: https://github.com/deepmind/Sonnet
            logo: sonnet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: TransmogrifAI
            homepage_url: https://transmogrif.ai/
            repo_url: https://github.com/salesforce/TransmogrifAI
            logo: transmogrifai.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/salesforce
          - item:
            name: XGBoost
            homepage_url: https://xgboost.ai/
            repo_url: https://github.com/dmlc/xgboost
            logo: xgboost.svg
            crunchbase: https://www.crunchbase.com/organization/xgboost
          - item:
            name: xLearn
            homepage_url: https://xlearn-doc.readthedocs.io/en/latest/index.html
            repo_url: https://github.com/aksnzhy/xlearn
            logo: xlearn.svg
            crunchbase: https://www.crunchbase.com/organization/xlearn-open-source-projects
  - category:
    name: Deep Learning
    subcategories:
      - subcategory:
        name: Framework
        items:
          - item:
            name: Apache SINGA
            homepage_url: https://singa.apache.org/en/index.html
            repo_url: https://github.com/apache/singa
            logo: apache-singa.svg
            twitter: https://twitter.com/ApacheSinga
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Chainer
            homepage_url: https://chainer.org/
            repo_url: https://github.com/chainer/chainer
            logo: chainer.svg
            twitter: https://twitter.com/CuPy_Team
            crunchbase: https://www.crunchbase.com/organization/preferred-networks
          - item:
            name: CNTK
            homepage_url: https://docs.microsoft.com/en-us/cognitive-toolkit/
            repo_url: https://github.com/Microsoft/CNTK
            logo: cntk.svg
            twitter: https://twitter.com/mscntk
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: DeepRec
            homepage_url: https://deeprec.readthedocs.io/
            project: sandbox
            repo_url: https://github.com/alibaba/DeepRec
            license: Apache 2.0
            logo: deeprec.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Dynamic Neural Network Toolkit
            homepage_url: https://dynet.readthedocs.io/en/latest/
            repo_url: https://github.com/clab/dynet
            logo: dynet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/carnegie-mellon-university
          - item:
            name: euler
            homepage_url: https://github.com/alibaba/euler
            repo_url: https://github.com/alibaba/euler
            logo: euler.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: MindSpore
            homepage_url: https://www.mindspore.cn/en
            repo_url: https://github.com/mindspore-ai/mindspore
            logo: mindspore.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/huawei
          - item:
            name: MXNet
            homepage_url: https://mxnet.apache.org/versions/1.6
            repo_url: https://github.com/apache/incubator-mxnet
            logo: apache-mxnet.svg
            twitter: https://twitter.com/ApacheMXNet
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: ncnn
            homepage_url: https://github.com/Tencent/ncnn
            repo_url: https://github.com/Tencent/ncnn
            logo: ncnn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/tencent
          - item:
            name: PaddlePaddle
            homepage_url: https://www.paddlepaddle.org.cn
            repo_url: https://github.com/PaddlePaddle/Paddle
            logo: paddlepaddle.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/baidu
          - item:
            name: Pythia
            homepage_url: https://github.com/facebookresearch/mmf
            repo_url: https://github.com/facebookresearch/mmf
            logo: pythia.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: PyTorch
            homepage_url: https://pytorch.org/
            repo_url: https://github.com/pytorch/pytorch
            logo: py-torch.svg
            twitter: https://twitter.com/PyTorch
            crunchbase: https://www.crunchbase.com/organization/pytorch
          - item:
            name: ShaderNN
            homepage_url: https://github.com/inferenceengine/shadernn
            project: sandbox
            repo_url: https://github.com/inferenceengine/shadernn
            logo: ShaderNN.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Tensorflow
            homepage_url: https://www.tensorflow.org/
            repo_url: https://github.com/tensorflow/tensorflow
            logo: tensorflow.svg
            twitter: https://twitter.com/TensorFlow
            crunchbase: https://www.crunchbase.com/organization/google
      - subcategory:
        name: Platform
        items:
          - item:
            name: DeepDetect
            homepage_url: https://www.deepdetect.com/
            repo_url: https://github.com/jolibrain/deepdetect
            logo: deepdetect.svg
            twitter: https://twitter.com/jolibrain
            crunchbase: https://www.crunchbase.com/organization/jolibrain
          - item:
            name: Determined AI
            homepage_url: https://www.determined.ai
            repo_url: https://github.com/determined-ai/determined
            logo: determined-ai.svg
            twitter: https://twitter.com/determinedai
            crunchbase: https://www.crunchbase.com/organization/determined-ai
          - item:
            name: Jina
            homepage_url: https://jina.ai
            repo_url: https://github.com/jina-ai/jina
            logo: jina-search.svg
            crunchbase: https://www.crunchbase.com/organization/jina-ai
          - item:
            name: Onepanel
            homepage_url: https://docs.onepanel.ai
            repo_url: https://github.com/onepanelio/onepanel
            logo: onepanel.svg
            crunchbase: https://www.crunchbase.com/organization/onepanel
          - item:
            name: Polyaxon
            homepage_url: https://polyaxon.com
            repo_url: https://github.com/polyaxon/polyaxon
            logo: polyaxon.svg
            twitter: https://www.twitter.com/polyaxonAI
            crunchbase: https://www.crunchbase.com/organization/polyaxon
          - item:
            name: TonY
            homepage_url: https://github.com/tony-framework/TonY
            project: incubating
            repo_url: https://github.com/tony-framework/TonY
            logo: tony.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: X-DeepLearning
            homepage_url: https://github.com/alibaba/x-deeplearning
            repo_url: https://github.com/alibaba/x-deeplearning
            logo: x-deeplearning.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
      - subcategory:
        name: Library
        items:
          - item:
            name: BigDL
            homepage_url: https://bigdl-project.github.io/0.9.0/
            repo_url: https://github.com/intel-analytics/BigDL
            logo: bigdl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: Catalyst
            homepage_url: https://github.com/catalyst-team/catalyst
            repo_url: https://github.com/catalyst-team/catalyst
            logo: catalyst.svg
            crunchbase: https://www.crunchbase.com/organization/catalyst-team
          - item:
            name: Eclipse Deeplearning4j
            homepage_url: https://deeplearning4j.konduit.ai/
            repo_url: https://github.com/eclipse/deeplearning4j
            logo: deeplearning4j.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/eclipse-foundation
          - item:
            name: fast.ai
            homepage_url: https://www.fast.ai/
            repo_url: https://github.com/fastai/fastai
            logo: fast-ai.svg
            twitter: https://twitter.com/fastdotai
            crunchbase: https://www.crunchbase.com/organization/fast-ai
          - item:
            name: Keras
            homepage_url: https://keras.io/
            repo_url: https://github.com/keras-team/keras
            logo: keras.svg
            twitter: https://twitter.com/fchollet
            crunchbase: https://www.crunchbase.com/organization/keras
          - item:
            name: Neural Network Libraries
            homepage_url: https://nnabla.org
            repo_url: https://github.com/sony/nnabla
            logo: nnl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/sony
          - item:
            name: PyTorch Ignite
            homepage_url: https://pytorch.org/ignite/
            repo_url: https://github.com/pytorch/ignite
            logo: py-torch-ignite.svg
            twitter: https://twitter.com/pytorch_ignite
            crunchbase: https://www.crunchbase.com/organization/pytorch
          - item:
            name: PyTorch Lightning
            homepage_url: https://github.com/PyTorchLightning/pytorch-lightning
            repo_url: https://github.com/PyTorchLightning/pytorch-lightning
            logo: pytorch-lightning.svg
            twitter: https://twitter.com/pytorchlightnin
            crunchbase: https://www.crunchbase.com/organization/pytorch-lightning
          - item:
            name: PyTorchVideo
            homepage_url: https://pytorchvideo.org/
            repo_url: https://github.com/facebookresearch/pytorchvideo
            logo: py-torch-video.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/pytorch
      - subcategory:
        name: Tool
        items:
          - item:
            name: BeyondML
            homepage_url: https://github.com/Beyond-ML-Labs/mann
            project: sandbox
            repo_url: https://github.com/Beyond-ML-Labs/mann
            logo: BeyondML.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: BoTorch
            homepage_url: https://botorch.org/
            repo_url: https://github.com/pytorch/botorch
            logo: botorch.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Neural Network Distiller
            homepage_url: https://nervanasystems.github.io/distiller/
            repo_url: https://github.com/IntelLabs/distiller
            logo: distiller.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: Plaid ML
            homepage_url: https://www.intel.com/content/www/us/en/artificial-intelligence/plaidml.html
            repo_url: https://github.com/plaidml/plaidml
            logo: plaidml.svg
            twitter: https://twitter.com/plaidml
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: PyTorch BigGraph
            homepage_url: https://torchbiggraph.readthedocs.io/en/latest/
            repo_url: https://github.com/facebookresearch/PyTorch-BigGraph
            logo: pytorch-biggraph.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: PyTorch Geometric
            homepage_url: https://pytorch-geometric.readthedocs.io/en/latest
            repo_url: https://github.com/pyg-team/pytorch_geometric
            logo: pytorch-geometric.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/tu-dortmund-university
          - item:
            name: TVM
            homepage_url: https://tvm.ai/
            repo_url: https://github.com/apache/tvm
            logo: tvm.svg
            twitter: https://twitter.com/ApacheTVM
            crunchbase: https://www.crunchbase.com/organization/apache
  - category:
    name: Data
    subcategories:
      - subcategory:
        name: Education
        items:
          - item:
            name: DataPractices
            homepage_url: https://datapractices.org/
            project: incubating
            repo_url: https://github.com/datapractices/data-practices-site
            logo: datapractices.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: OpenDS4All
            homepage_url: https://github.com/odpi/OpenDS4All
            project: incubating
            repo_url: https://github.com/odpi/OpenDS4All
            logo: opends4all.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
      - subcategory:
        name: Lineage
        items:
          - item:
            name: OpenBytes
            homepage_url: https://www.openbytes.io/
            project: sandbox
            repo_url: https://github.com/Project-OpenBytes/OpenBytes
            logo: openbytes.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: OpenDataology
            homepage_url: https://github.com/OpenDataology/
            project: sandbox
            repo_url: https://github.com/OpenDataology/OpenDataology
            logo: OpenDataology.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: OpenLineage
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            project: graduated
            repo_url: https://github.com/OpenLineage/OpenLineage
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            twitter: https://twitter.com/OpenLineage
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
      - subcategory:
        name: Relational DB
        items:
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            repo_url: https://github.com/apache/couchdb
            logo: couchdb.svg
            twitter: https://twitter.com/CouchDB
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
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            repo_url: https://github.com/mysql/mysql-server
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            crunchbase: https://www.crunchbase.com/organization/oracle
          - item:
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            repo_url: https://github.com/postgres/postgres
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            crunchbase: https://www.crunchbase.com/organization/postgresql
          - item:
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            twitter: https://twitter.com/tikvproject
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            name: Alluxio
            homepage_url: https://www.alluxio.io/
            repo_url: https://github.com/alluxio/alluxio
            logo: alluxio.svg
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            crunchbase: https://www.crunchbase.com/organization/alluxio
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            crunchbase: https://www.crunchbase.com/organization/apache
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            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
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            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uber
          - item:
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            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
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            homepage_url: https://avro.apache.org/
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            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
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            crunchbase: https://www.crunchbase.com/organization/red-hat
          - item:
            name: Delta Lake
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            crunchbase: https://www.crunchbase.com/organization/databricks
          - item:
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            repo_url: https://github.com/docarray/docarray
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            logo: docarray.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
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            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
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          - item:
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            repo_url: https://github.com/JanusGraph/janusgraph
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            project: sandbox
            repo_url: https://github.com/meta-soul/LakeSoul
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          - item:
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          - item:
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            description: >-
              StarRocks is a next-gen sub-second MPP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics and
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            repo_url: https://github.com/StarRocks/starrocks
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              slack_url: https://join.slack.com/t/starrocks/shared_invite/zt-z5zxqr0k-U5lrTVlgypRIV8RbnCIAzg
          - item:
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            description: >-
              Vald is an advanced, scalable vector search engine, tailored for AI and machine learning applications in the cloud-native ecosystem.
              Specializing in high-dimensional vector data, it provides efficient and near real-time search capabilities, essential for handling vast datasets in AI research and development.
              Designed for seamless integration and user-friendliness, Vald supports AI innovators with state-of-the-art search technology.
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            homepage_url: https://vald.vdaas.org/
            logo: vald.svg
            twitter: https://twitter.com/vdaas_vald
            crunchbase: https://www.crunchbase.com/organization/ly-corporation
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              blog_jp_url: https://zenn.dev/vald
              docker_url: https://hub.docker.com/u/vdaas
              helm_chart_url: https://artifacthub.io/packages/chart/vald/vald
              operator_chart_url: https://artifacthub.io/packages/chart/vald/vald-helm-operator
              slack_url: https://join.slack.com/t/vald-community/shared_invite/zt-db2ky9o4-R_9p2sVp8xRwztVa8gfnPA
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              - repo_url: https://github.com/vdaas/vald-client-node
              - repo_url: https://github.com/vdaas/vald-client-python
              - repo_url: https://github.com/vdaas/vald-client-clj
              - repo_url: https://github.com/vdaas/vald-tensorflow-ingress-filter
              - repo_url: https://github.com/vdaas/vald-onnx-ingress-filter
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          - item:
            name: VEARCH
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          - item:
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          - item:
            name: Vineyard
            description: Vineyard (v6d) is an in-memory immutable data manager.
            homepage_url: https://v6d.io/
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            twitter: null
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
      - subcategory:
        name: Versioning
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          - item:
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            crunchbase: https://www.crunchbase.com/organization/iterative
          - item:
            name: FastTrackML
            homepage_url: https://fasttrackml.io/
            repo_url: https://github.com/G-Research/fasttrackml
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            logo: fasttrackml.svg
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            crunchbase: https://www.crunchbase.com/organization/g-research
          - item:
            name: Quilt Data
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            crunchbase: https://www.crunchbase.com/organization/quilt-data
      - subcategory:
        name: Operations
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            homepage_url: https://www.amundsen.io/
            project: incubating
            repo_url: https://github.com/amundsen-io/amundsen
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          - item:
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          - item:
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          - item:
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          - item:
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          - item:
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            project: graduated
            repo_url: https://github.com/MarquezProject/marquez
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            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
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          - item:
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        name: Feature Engineering
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            name: Feast
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            project: incubating
            repo_url: https://github.com/feast-dev/feast
            logo: feast.svg
            twitter: null
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          - item:
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            logo: openMLDB.svg
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            crunchbase: https://www.crunchbase.com/organization/4paradigm
          - item:
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            homepage_url: https://tsfresh.readthedocs.io/en/latest
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            logo: rocketmq.svg
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            repo_url: https://github.com/apache/beam
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          - item:
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          - item:
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          - item:
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            crunchbase: https://www.crunchbase.com/organization/uber
      - subcategory:
        name: SQL Engine
        items:
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            logo: apache-drill.svg
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          - item:
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          - item:
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            twitter: null
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          - item:
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            crunchbase: https://www.crunchbase.com/organization/starburst
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            repo_url: https://github.com/bokeh/bokeh
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            crunchbase: https://www.crunchbase.com/organization/numfocus
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          - item:
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            crunchbase: https://www.crunchbase.com/organization/d3js
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          - item:
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            repo_url: https://github.com/metabase/metabase
            logo: metabase.svg
            crunchbase: https://www.crunchbase.com/organization/metabase
          - item:
            name: Prometheus
            homepage_url: https://prometheus.io/
            repo_url: https://github.com/prometheus/prometheus
            logo: prometheus.svg
            twitter: https://twitter.com/PrometheusIO
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
          - item:
            name: RCloud
            homepage_url: https://rcloud.social/index.html
            repo_url: https://github.com/att/rcloud
            logo: rcloud.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/at-t
          - item:
            name: redash
            homepage_url: https://redash.io/
            repo_url: https://github.com/getredash/redash
            logo: redash.svg
            crunchbase: https://www.crunchbase.com/organization/redash
          - item:
            name: seaborn
            homepage_url: https://seaborn.pydata.org/
            repo_url: https://github.com/mwaskom/seaborn
            logo: seaborn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/new-york-university
          - item:
            name: Superset
            homepage_url: https://superset.apache.org
            repo_url: https://github.com/apache/superset
            logo: superset.svg
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: TensorBoard
            homepage_url: https://github.com/tensorflow/tensorboard
            repo_url: https://github.com/tensorflow/tensorboard
            logo: tensorboard.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
      - subcategory:
        name: Pipeline Management
        items:
          - item:
            name: Analytics Zoo
            homepage_url: https://pypi.org/project/analytics-zoo/
            repo_url: https://github.com/intel-analytics/analytics-zoo
            logo: analytics-zoo.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: Apache Oozie
            homepage_url: https://oozie.apache.org
            repo_url: https://github.com/apache/oozie
            logo: oozie.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Artigraph
            homepage_url: https://github.com/artigraph/
            project: sandbox
            repo_url: https://github.com/artigraph/artigraph
            logo: artigraph.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: DAGSTER
            homepage_url: https://dagster.io/
            repo_url: https://github.com/dagster-io/dagster
            logo: dagster.svg
            crunchbase: https://www.crunchbase.com/organization/elementl
          - item:
            name: PiFlow
            homepage_url: https://github.com/cas-bigdatalab/piflow/
            repo_url: https://github.com/cas-bigdatalab/piflow
            logo: piflow.svg
            crunchbase: https://www.crunchbase.com/organization/tencent
          - item:
            name: Tekton Pipelines
            homepage_url: https://tekton.dev/
            repo_url: https://github.com/tektoncd/pipeline
            logo: tekton.svg
            twitter: https://twitter.com/tektoncd
            crunchbase: https://www.crunchbase.com/organization/continuous-delivery-foundation-cdf
          - item:
            name: TPOT
            homepage_url: https://automl.info/tpot/
            repo_url: https://github.com/EpistasisLab/tpot
            logo: tpot.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-pennsylvania
      - subcategory:
        name: Labeling & Annotation
        items:
          - item:
            name: Computer Vision Annotation Tool (CVAT)
            homepage_url: https://github.com/openvinotoolkit/cvat
            repo_url: https://github.com/openvinotoolkit/cvat
            logo: cvat.svg
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: doccano
            homepage_url: https://doccano.herokuapp.com
            repo_url: https://github.com/doccano/doccano
            logo: doccano.svg
            crunchbase: https://www.crunchbase.com/organization/docanno
          - item:
            name: Label Studio
            homepage_url: https://labelstud.io
            repo_url: https://github.com/heartexlabs/label-studio
            logo: labelstudio.svg
            crunchbase: https://www.crunchbase.com/organization/heartex
          - item:
            name: Labelbox
            homepage_url: https://www.labelbox.com
            repo_url: https://github.com/Labelbox/Labelbox
            logo: labelbox.svg
            crunchbase: https://www.crunchbase.com/organization/labelbox
          - item:
            name: LabelImg
            homepage_url: https://github.com/tzutalin/labelImg
            repo_url: https://github.com/tzutalin/labelImg
            logo: labelimg.svg
            crunchbase: https://www.crunchbase.com/organization/labelimg
          - item:
            name: Semantic Segmentation Editor
            homepage_url: https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor
            repo_url: https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor
            logo: sse.svg
            crunchbase: https://www.crunchbase.com/organization/hitachi
          - item:
            name: Visual Object Tagging Tool (VoTT)
            homepage_url: https://github.com/Microsoft/VoTT
            repo_url: https://github.com/Microsoft/VoTT
            logo: vott.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Xtreme1
            homepage_url: https://xtreme1.io
            project: sandbox
            repo_url: https://github.com/xtreme1-io/xtreme1
            license: Apache 2.0
            logo: xtreme1.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
      - subcategory:
        name: Governance
        items:
          - item:
            name: Bitol
            homepage_url: https://cdla.dev
            project: sandbox
            repo_url: https://github.com/bitol-io/open-data-contract-standard
            license: Apache 2.0
            logo: bitol.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Community Data License Agreement (CDLA)
            homepage_url: https://cdla.dev
            repo_url: https://github.com/lfai/CDLA
            logo: cdla.svg
            crunchbase: https://www.crunchbase.com/organization/linux-foundation
          - item:
            name: Egeria
            homepage_url: https://egeria-project.org
            project: graduated
            repo_url: https://github.com/odpi/egeria
            license: Apache 2.0
            additional_repos:
              - repo_url: https://github.com/odpi/egeria
              - repo_url: https://github.com/odpi/egeria-docs
              - repo_url: https://github.com/odpi/egeria-charts
              - repo_url: https://github.com/odpi/egeria-connector-xtdb
              - repo_url: https://github.com/odpi/egeria-connector-hivemetastore
              - repo_url: https://github.com/odpi/egeria-connector-ibm-information-server
              - repo_url: https://github.com/odpi/egeria-connector-hadoop-ecosystem
              - repo_url: https://github.com/odpi/egeria-connector-omrs-caching
              - repo_url: https://github.com/odpi/egeria-connector-sas-viya
              - repo_url: https://github.com/odpi/egeria-connector-integration-event-schema
              - repo_url: https://github.com/odpi/egeria-connector-integration-topic-strimzi
              - repo_url: https://github.com/odpi/egeria-react-ui
              - repo_url: https://github.com/odpi/egeria-ui
              - repo_url: https://github.com/odpi/egeria-ui-core
              - repo_url: https://github.com/odpi/egeria-ui-components
              - repo_url: https://github.com/odpi/egeria-js-commons
              - repo_url: https://github.com/odpi/egeria-samples
              - repo_url: https://github.com/odpi/egeria-samples-api
              - repo_url: https://github.com/odpi/egeria-connector-repository-file-sample
              - repo_url: https://github.com/odpi/egeria-database-connectors
              - repo_url: https://github.com/odpi/egeria-api-mocks
              - repo_url: https://github.com/odpi/egeria-template-newrepo
              - repo_url: https://github.com/odpi/egeria-jupyter-notebooks
              - repo_url: https://github.com/odpi/egeria-k8s-operator
              - repo_url: https://github.com/odpi/egeria-dev-projects
              - repo_url: https://github.com/odpi/egeria-python
              - repo_url: https://github.com/odpi/egeria-palisade
              - repo_url: https://github.com/odpi/data-governance
              - repo_url: https://github.com/odpi/happi-graph
            logo: egeria.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
  - category:
    name: Reinforcement Learning
    subcategories:
      - subcategory:
        name: Reinforcement Learning
        items:
          - item:
            name: Chainer RL
            homepage_url: https://chainerrl.readthedocs.io/en/latest/
            repo_url: https://github.com/chainer/chainerrl
            logo: chainer-rl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/preferred-networks
          - item:
            name: CleanRL
            homepage_url: https://chainerrl.readthedocs.io/en/latest/
            repo_url: https://github.com/vwxyzjn/cleanrl
            license: MIT License
            logo: CleanRL.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/drexel-university
          - item:
            name: Coach
            homepage_url: https://nervanasystems.github.io/coach/
            repo_url: https://github.com/IntelLabs/coach
            logo: coach.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: DeepMind Lab
            homepage_url: https://github.com/deepmind/lab
            repo_url: https://github.com/deepmind/lab
            logo: deepmindlab.svg
            twitter: https://twitter.com/deepmind
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Dopamine
            homepage_url: https://github.com/google/dopamine
            repo_url: https://github.com/google/dopamine
            logo: dopamine.svg
            twitter: https://twitter.com/dopamine_ai
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Horizon
            homepage_url: https://engineering.fb.com/2018/11/01/ml-applications/horizon
            repo_url: https://github.com/facebookresearch/ReAgent
            logo: horizon.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: OpenAI Gym
            homepage_url: https://www.gymlibrary.ml
            repo_url: https://github.com/openai/gym
            logo: openai.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/openai
          - item:
            name: PlaNet
            homepage_url: https://planetrl.github.io/
            repo_url: https://github.com/google-research/planet
            logo: planet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: SEED RL
            homepage_url: https://github.com/google-research/seed_rl
            repo_url: https://github.com/google-research/seed_rl
            logo: seed-rl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Stable Baselines
            homepage_url: https://stable-baselines.readthedocs.io/en/master
            repo_url: https://github.com/hill-a/stable-baselines
            logo: stable-baselines.svg
            crunchbase: https://www.crunchbase.com/organization/stable-baselines-open-source-project
  - category:
    name: Natural Language Processing
    subcategories:
      - subcategory:
        name: Natural Language Processing
        items:
          - item:
            name: ALBERT
            homepage_url: https://github.com/google-research/ALBERT
            repo_url: https://github.com/google-research/ALBERT
            logo: albert.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: AllenNLP
            homepage_url: https://allenai.org/allennlp
            repo_url: https://github.com/allenai/allennlp
            logo: allennlp.svg
            twitter: https://twitter.com/ai2_allennlp
            crunchbase: https://www.crunchbase.com/organization/allen-institute-for-artificial-intelligence
          - item:
            name: Apache UIMA
            homepage_url: https://uima.apache.org/
            repo_url: https://github.com/apache/uima-uimaj
            logo: uima.svg
            twitter: https://twitter.com/apacheuima
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: BERT
            homepage_url: https://github.com/google-research/bert
            repo_url: https://github.com/google-research/bert
            logo: bert.svg
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: CoreNLP
            homepage_url: https://stanfordnlp.github.io/CoreNLP/
            repo_url: https://github.com/stanfordnlp/CoreNLP
            logo: corenlp.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/stanford-university
          - item:
            name: DeepSpeech
            homepage_url: https://deepspeech.readthedocs.io/en/latest
            repo_url: https://github.com/mozilla/DeepSpeech
            logo: deepspeech.svg
            crunchbase: https://www.crunchbase.com/organization/mozilla-foundation
          - item:
            name: DELTA
            homepage_url: https://delta-didi.readthedocs.io/en/latest
            project: incubating
            repo_url: https://github.com/Delta-ML/delta
            logo: delta.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: fastText
            homepage_url: https://fasttext.cc/
            repo_url: https://github.com/facebookresearch/fastText
            logo: fasttext.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Flair
            homepage_url: https://github.com/flairNLP/flair
            repo_url: https://github.com/flairNLP/flair
            logo: flair.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/zalando
          - item:
            name: Gluon-NLP
            homepage_url: https://nlp.gluon.ai
            repo_url: https://github.com/dmlc/gluon-nlp
            logo: gluon.svg
            crunchbase: https://www.crunchbase.com/organization/gluon-open-source-project
          - item:
            name: Haystack
            homepage_url: https://haystack.deepset.ai/
            repo_url: https://github.com/deepset-ai/haystack
            logo: haystack.svg
            twitter: https://twitter.com/deepset_ai
            crunchbase: https://www.crunchbase.com/organization/deepset
          - item:
            name: Kashgari
            homepage_url: https://github.com/BrikerMan/Kashgari
            repo_url: https://github.com/BrikerMan/Kashgari
            logo: kashgari.svg
            crunchbase: https://www.crunchbase.com/organization/kashgari-open-source-project
          - item:
            name: LASER
            homepage_url: https://github.com/facebookresearch/LASER
            repo_url: https://github.com/facebookresearch/LASER
            logo: laser.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Lucene
            homepage_url: https://lucene.apache.org/
            repo_url: https://github.com/apache/lucene-solr
            logo: lucene.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: MindMeld
            homepage_url: https://www.mindmeld.com/index.html
            repo_url: https://github.com/cisco/mindmeld
            logo: mindmeld.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/cisco
          - item:
            name: NLP Architect
            homepage_url: https://intellabs.github.io/nlp-architect
            repo_url: https://github.com/IntelLabs/nlp-architect
            logo: nlp-architect.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: OpenNLP
            homepage_url: https://opennlp.apache.org/
            repo_url: https://github.com/apache/opennlp
            logo: opennlp.svg
            twitter: https://twitter.com/ApacheOpennlp
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: ParlAI
            homepage_url: https://parl.ai/
            repo_url: https://github.com/facebookresearch/ParlAI
            logo: parlai.svg
            twitter: https://twitter.com/parlai_parley
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: PyText
            homepage_url: https://pytext.readthedocs.io/en/master
            repo_url: https://github.com/facebookresearch/pytext
            logo: pytext.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: RASA NLU
            homepage_url: https://rasa.com/
            repo_url: https://github.com/RasaHQ/rasa
            logo: rasa.svg
            crunchbase: https://www.crunchbase.com/organization/rasa
          - item:
            name: RosaeNLG
            homepage_url: https://rosaenlg.org
            project: sandbox
            repo_url: https://github.com/RosaeNLG/rosaenlg
            logo: rosaenlg.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: spaCy
            homepage_url: https://spacy.io
            repo_url: https://github.com/explosion/spaCy
            logo: spacy.svg
            twitter: https://twitter.com/spacy_io
            crunchbase: https://www.crunchbase.com/organization/explosion-ai
          - item:
            name: Spark-NLP
            homepage_url: https://nlp.johnsnowlabs.com
            repo_url: https://github.com/JohnSnowLabs/spark-nlp
            logo: spark-nlp.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/john-snow-labs-inc
          - item:
            name: Transformers
            homepage_url: https://huggingface.co/docs/transformers/index
            repo_url: https://github.com/huggingface/transformers
            logo: transformers.svg
            crunchbase: https://www.crunchbase.com/organization/hugging-face
          - item:
            name: XLM
            homepage_url: https://github.com/facebookresearch/XLM
            repo_url: https://github.com/facebookresearch/XLM
            logo: xlm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: YouTokenToMe
            homepage_url: https://github.com/VKCOM/YouTokenToMe
            repo_url: https://github.com/VKCOM/YouTokenToMe
            logo: YouTokenToMe.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/vk
  - category:
    name: Model
    subcategories:
      - subcategory:
        name: Inference
        items:
          - item:
            name: Adlik
            homepage_url: https://adlik.ai/
            project: incubating
            repo_url: https://github.com/Adlik/Adlik
            logo: adlik.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: CausalML
            homepage_url: https://causalml.readthedocs.io/en/latest/about.html
            repo_url: https://github.com/uber/causalml
            logo: causalml.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uber
          - item:
            name: KServe
            homepage_url: https://kserve.github.io/website/
            project: incubating
            repo_url: https://github.com/kserve/kserve
            logo: kserve.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: MNN
            homepage_url: https://github.com/alibaba/MNN
            repo_url: https://github.com/alibaba/MNN
            logo: mnn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: TensorRT
            homepage_url: https://developer.nvidia.com/tensorrt
            repo_url: https://github.com/NVIDIA/TensorRT
            logo: tensorrt.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/nvidia
          - item:
            name: TensorRT Inference Server
            homepage_url: https://github.com/triton-inference-server/server
            repo_url: https://github.com/triton-inference-server/server
            logo: tensorrt-inferenceserver.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/nvidia
          - item:
            name: Text Generation Inference
            homepage_url: https://huggingface.co/text-generation-inference
            repo_url: https://github.com/huggingface/text-generation-inference
            license: Apache 2.0
            logo: text-gen-inference.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/hugging-face
          - item:
            name: uTensor
            homepage_url: https://github.com/uTensor/uTensor
            repo_url: https://github.com/uTensor/uTensor
            logo: uTensor.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/arm
          - item:
            name: vLLM
            homepage_url: https://vllm.ai/
            repo_url: https://github.com/vllm-project/vllm
            license: Apache 2.0
            logo: vllm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-california-berkeley
      - subcategory:
        name: Federated Learning
        items:
          - item:
            name: FATE
            homepage_url: https://www.fedai.org/
            project: incubating
            repo_url: https://github.com/FederatedAI/FATE
            logo: fate.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: OpenFL
            homepage_url: https://openfl.readthedocs.io/en/latest
            project: sandbox
            repo_url: https://github.com/intel/openfl
            logo: openfl.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: PySyft
            homepage_url: https://blog.openmined.org/tag/pysyft/
            repo_url: https://github.com/OpenMined/PySyft
            logo: pysyft.svg
            crunchbase: https://www.crunchbase.com/organization/openmined
          - item:
            name: Substra
            homepage_url: https://github.com/Substra/substra
            project: incubating
            repo_url: https://github.com/Substra/substra
            logo: substra.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: TensorFlow Federated
            homepage_url: https://www.tensorflow.org/federated
            repo_url: https://github.com/tensorflow/federated
            logo: tf_federated.svg
            crunchbase: https://www.crunchbase.com/organization/google
      - subcategory:
        name: Training
        items:
          - item:
            name: DeepSpeed
            homepage_url: https://www.deepspeed.ai/
            repo_url: https://github.com/microsoft/DeepSpeed
            license: Apache 2.0
            logo: deepspeed.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
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            repo_url: https://github.com/Microsoft/ELL
            logo: embedded-learning-library.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Horovod
            homepage_url: https://horovod.ai/
            project: graduated
            repo_url: https://github.com/horovod/horovod
            logo: horovod.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Ludwig
            homepage_url: https://ludwig-ai.github.io/ludwig-docs/
            project: incubating
            repo_url: https://github.com/ludwig-ai/ludwig
            logo: ludwig.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Petastorm
            homepage_url: https://eng.uber.com/petastorm/
            repo_url: https://github.com/uber/petastorm
            logo: petastorm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uber
          - item:
            name: TorchRec
            homepage_url: https://pytorch.org/torchrec/
            repo_url: https://github.com/pytorch/torchrec
            logo: torchrec.svg
            crunchbase: https://www.crunchbase.com/organization/facebook
      - subcategory:
        name: Parameter
        items:
          - item:
            name: HyperOpt
            homepage_url: https://hyperopt.github.io/hyperopt/
            repo_url: https://github.com/hyperopt/hyperopt
            logo: hyperopt.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-waterloo
          - item:
            name: Katib
            homepage_url: https://github.com/kubeflow/katib
            repo_url: https://github.com/kubeflow/katib
            logo: katib.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: talos
            homepage_url: https://github.com/autonomio/talos
            repo_url: https://github.com/autonomio/talos
            logo: talos.svg
            crunchbase: https://www.crunchbase.com/organization/autonomio
      - subcategory:
        name: Format & Interface
        items:
          - item:
            name: Neuropod
            homepage_url: https://neuropod.ai/docs/stable
            repo_url: https://github.com/uber/neuropod
            logo: neuropod.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uber
          - item:
            name: ONNX
            homepage_url: https://onnx.ai/
            project: graduated
            repo_url: https://github.com/onnx/onnx
            logo: onnx.svg
            twitter: https://twitter.com/onnxai
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
      - subcategory:
        name: Marketplace
        items:
          - item:
            name: Acumos
            homepage_url: https://www.acumos.org/
            project: archived
            repo_url: https://github.com/acumos/documentation
            logo: acumos.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Machine Learning eXchange
            homepage_url: https://www.ml-exchange.org/
            project: sandbox
            repo_url: https://github.com/machine-learning-exchange/mlx
            logo: mlx.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Model Asset eXchange (MAX)
            homepage_url: https://developer.ibm.com
            repo_url: https://github.com/IBM/MAX-Base
            logo: max.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/ibm
      - subcategory:
        name: Workflow
        items:
          - item:
            name: Apache Airflow
            homepage_url: https://airflow.apache.org/
            repo_url: https://github.com/apache/airflow
            logo: apache-airflow.svg
            twitter: https://twitter.com/ApacheAirflow
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Nifi
            homepage_url: https://nifi.apache.org
            repo_url: https://github.com/apache/nifi
            logo: apache-nifi.svg
            twitter: https://twitter.com/apachenifi
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Argo
            homepage_url: https://argoproj.github.io/
            repo_url: https://github.com/argoproj/argo-workflows
            logo: argo.svg
            twitter: https://twitter.com/argoproj
            crunchbase: https://www.crunchbase.com/organization/intuit
          - item:
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            homepage_url: https://azkaban.github.io
            repo_url: https://github.com/azkaban/azkaban
            logo: azkaban.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/linkedin
          - item:
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            homepage_url: https://www.bentoml.com
            repo_url: https://github.com/bentoml/BentoML
            logo: bentoml.svg
            crunchbase: https://www.crunchbase.com/organization/bentoml
          - item:
            name: Cadence
            homepage_url: https://cadenceworkflow.io/
            repo_url: https://github.com/uber/cadence
            logo: cadence.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uber
          - item:
            name: CLAIMED
            homepage_url: https://github.com/claimed-framework/
            project: sandbox
            repo_url: https://github.com/claimed-framework/component-library
            license: Apache 2.0
            logo: claimed.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Couler
            homepage_url: https://github.com/couler-proj/couler
            repo_url: https://github.com/couler-proj/couler
            logo: couler.svg
            twitter: https://twitter.com/CoulerProject
            crunchbase: https://www.crunchbase.com/organization/ant-financial
          - item:
            name: Cyclone
            homepage_url: https://github.com/caicloud/cyclone
            repo_url: https://github.com/caicloud/cyclone
            logo: cyclone.svg
            crunchbase: https://www.crunchbase.com/organization/caicloud
          - item:
            name: d6tflow
            homepage_url: https://d6tflow.readthedocs.io/en/latest
            repo_url: https://github.com/d6t/d6tflow
            logo: d6tflow.svg
            crunchbase: https://www.crunchbase.com/organization/databolt
          - item:
            name: Flyte
            homepage_url: https://flyte.org
            project: graduated
            repo_url: https://github.com/flyteorg/flyte
            logo: flyte.svg
            twitter: https://twitter.com/flyteorg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Kedro
            homepage_url: https://kedro.org/
            project: incubating
            repo_url: https://github.com/kedro-org/kedro
            logo: kedro.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Kestra
            homepage_url: https://kestra.io/
            repo_url: https://github.com/kestra-io/kestra
            logo: kestra.svg
            crunchbase: https://www.crunchbase.com/organization/kestra
          - item:
            name: Luigi
            homepage_url: https://github.com/spotify/luigi
            repo_url: https://github.com/spotify/luigi
            logo: luigi.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/spotify
          - item:
            name: mleap
            homepage_url: https://mleap-docs.combust.ml
            repo_url: https://github.com/combust/mleap
            logo: mleap.svg
            crunchbase: https://www.crunchbase.com/organization/combust-ml
          - item:
            name: Orchest
            homepage_url: https://orchest.io/
            repo_url: https://github.com/orchest/orchest
            logo: orchest.svg
            twitter: https://twitter.com/orchestofficial
            crunchbase: https://www.crunchbase.com/organization/orchest
          - item:
            name: Prefect
            homepage_url: https://docs.prefect.io/
            repo_url: https://github.com/prefecthq/prefect
            logo: prefect.svg
            crunchbase: https://www.crunchbase.com/organization/prefect-technologies-inc
          - item:
            name: TRAINS
            homepage_url: https://github.com/allegroai/clearml
            repo_url: https://github.com/allegroai/clearml
            logo: trains.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/allegro-ai
          - item:
            name: Volcano
            homepage_url: https://github.com/volcano-sh/volcano
            repo_url: https://github.com/volcano-sh/volcano
            logo: volcano.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/huawei
      - subcategory:
        name: Benchmarking
        items:
          - item:
            name: DAWNBench
            homepage_url: https://dawn.cs.stanford.edu/benchmark/
            repo_url: https://github.com/stanford-futuredata/dawn-bench-entries
            logo: dawnbench.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/stanford-university
          - item:
            name: MLPerf
            homepage_url: https://mlcommons.org/en
            repo_url: https://github.com/mlcommons/training
            logo: mlperf.svg
            twitter: https://twitter.com/mlperf1
            crunchbase: https://www.crunchbase.com/organization/ml-perf
      - subcategory:
        name: Tool
        items:
          - item:
            name: AIMET
            homepage_url: https://github.com/quic/aimet
            repo_url: https://github.com/quic/aimet
            logo: aimet.svg
            crunchbase: https://www.crunchbase.com/organization/qualcomm-innovation-center
          - item:
            name: Clipper
            homepage_url: https://auction.whois.ai
            repo_url: https://github.com/ucbrise/clipper
            logo: clipper.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/uc-berkeley-riselab
          - item:
            name: dlrm
            homepage_url: https://github.com/facebookresearch/dlrm
            repo_url: https://github.com/facebookresearch/dlrm
            logo: dlrm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: FlagAI
            homepage_url: https://github.com/BAAI-Open/FlagAI
            project: sandbox
            repo_url: https://github.com/BAAI-Open/FlagAI
            logo: FlagAI.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: FLAML
            homepage_url: https://github.com/microsoft/FLAML
            repo_url: https://github.com/microsoft/FLAML
            logo: flaml.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: MMdnn
            homepage_url: https://github.com/Microsoft/MMdnn
            repo_url: https://github.com/Microsoft/MMdnn
            logo: mmdnn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Model Server for Apache MXNet
            homepage_url: https://github.com/awslabs/multi-model-server
            repo_url: https://github.com/awslabs/multi-model-server
            logo: mms.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/amazon-web-services
          - item:
            name: ModelDB
            homepage_url: https://github.com/VertaAI/modeldb
            repo_url: https://github.com/VertaAI/modeldb
            logo: modeldb.svg
            crunchbase: https://www.crunchbase.com/organization/vertaai
          - item:
            name: Neo-AI
            homepage_url: https://github.com/neo-ai/neo-ai-dlr
            repo_url: https://github.com/neo-ai/neo-ai-dlr
            logo: neo-ai.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/amazon
          - item:
            name: Netron
            homepage_url: https://github.com/lutzroeder/netron
            repo_url: https://github.com/lutzroeder/netron
            logo: netron.svg
            crunchbase: https://www.crunchbase.com/organization/netron-open-source-project
          - item:
            name: ONNX Runtime
            homepage_url: https://github.com/microsoft/onnxruntime
            repo_url: https://github.com/microsoft/onnxruntime
            logo: onnx-runtime.svg
            twitter: https://twitter.com/onnxruntime
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Pipeline.ai
            homepage_url: https://www.datascienceonaws.com
            repo_url: https://github.com/PipelineAI/pipeline
            logo: pipelineai.svg
            twitter: https://twitter.com/mysticdotai
            crunchbase: https://www.crunchbase.com/organization/pipelineio
          - item:
            name: studio.ml
            homepage_url: https://www.studio.ml
            repo_url: https://github.com/studioml/studio
            logo: studio.ml.svg
            twitter: https://twitter.com/StudiomlDev
            crunchbase: https://www.crunchbase.com/organization/sentient
          - item:
            name: TensorFlow Model Analysis
            homepage_url: https://github.com/tensorflow/model-analysis
            repo_url: https://github.com/tensorflow/model-analysis
            logo: tf_model_analysis.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: TorchServe
            homepage_url: https://pytorch.org/serve/
            repo_url: https://github.com/pytorch/serve
            logo: torchserve.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/amazon-web-services
          - item:
            name: Turi Create
            homepage_url: https://github.com/apple/turicreate
            repo_url: https://github.com/apple/turicreate
            logo: turi.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apple
  - category:
    name: Programming
    subcategories:
      - subcategory:
        name: Programming
        items:
          - item:
            name: Dask
            homepage_url: https://docs.dask.org/en/latest/
            repo_url: https://github.com/dask/dask
            logo: dask.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/continuum-analytics
          - item:
            name: Infer.net
            homepage_url: https://dotnet.github.io/infer/
            repo_url: https://github.com/dotnet/infer
            logo: infernet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Julia
            homepage_url: https://julialang.org/
            repo_url: https://github.com/JuliaLang/julia
            logo: julia.svg
            twitter: https://twitter.com/JuliaLanguage
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Kompute
            homepage_url: https://kompute.cc
            project: incubating
            repo_url: https://github.com/KomputeProject/kompute
            url_for_bestpractices: https://github.com/KomputeFoundation/kompute
            logo: kompute.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: MARS
            homepage_url: https://github.com/mars-project/mars
            repo_url: https://github.com/mars-project/mars
            logo: mars.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba-cloud
          - item:
            name: Numba
            homepage_url: https://numba.readthedocs.io/en/stable/index.html
            repo_url: https://github.com/numba/numba
            logo: numba.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/continuum-analytics
          - item:
            name: NumPy
            homepage_url: https://numpy.org/
            repo_url: https://github.com/numpy/numpy
            logo: num-py.svg
            crunchbase: https://www.crunchbase.com/organization/numpy
          - item:
            name: Nyoka
            homepage_url: https://nyoka-pmml.github.io/nyoka/
            repo_url: https://github.com/SoftwareAG/nyoka
            logo: nyoka.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/software-ag
          - item:
            name: Pomegranete
            homepage_url: https://pomegranate.readthedocs.io/en/latest/
            repo_url: https://github.com/jmschrei/pomegranate
            logo: pomegranate.svg
            crunchbase: https://www.crunchbase.com/organization/pomegranate-open-source-project
          - item:
            name: PyMC3
            homepage_url: https://docs.pymc.io/en/v3
            repo_url: https://github.com/pymc-devs/pymc
            logo: pymc3.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Pyro
            homepage_url: http://pyro.ai/
            project: graduated
            repo_url: https://github.com/pyro-ppl/pyro
            logo: pyro.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Python
            homepage_url: https://www.python.org
            repo_url: https://github.com/python/cpython
            logo: python.svg
            crunchbase: https://www.crunchbase.com/organization/python-software-foundation
          - item:
            name: RStudio IDE
            homepage_url: https://www.rstudio.com
            repo_url: https://github.com/rstudio/rstudio
            logo: rstudio-project.svg
            crunchbase: https://www.crunchbase.com/organization/rstudio
          - item:
            name: SciPy
            homepage_url: https://www.scipy.org/
            repo_url: https://github.com/scipy/scipy
            logo: scipy.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/enthought
          - item:
            name: SKIP Language
            homepage_url: http://skiplang.com/
            repo_url: https://github.com/skiplang/skip
            logo: skip.svg
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Stan
            homepage_url: https://mc-stan.org/
            repo_url: https://github.com/stan-dev/stan
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            twitter: https://twitter.com/mcmc_stan
            crunchbase: https://www.crunchbase.com/organization/numfocus
  - category:
    name: Distributed Computing
    subcategories:
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        name: Computing & Management
        items:
          - item:
            name: Apache Ambari
            homepage_url: https://ambari.apache.org/
            repo_url: https://github.com/apache/ambari
            logo: apache-ambari.svg
            twitter: https://twitter.com/ApacheAmbari
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Bahir
            homepage_url: https://bahir.apache.org
            repo_url: https://github.com/apache/bahir
            logo: apache-bahir.svg
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Mesos
            homepage_url: https://mesos.apache.org
            repo_url: https://github.com/apache/mesos
            logo: apache-mesos.svg
            twitter: https://twitter.com/ApacheMesos
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Ranger
            homepage_url: https://ranger.apache.org
            repo_url: https://github.com/apache/ranger
            logo: apache-ranger.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Spark
            homepage_url: https://spark.apache.org
            repo_url: https://github.com/apache/spark
            logo: spark.svg
            twitter: https://twitter.com/apachespark
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Apache Storm
            homepage_url: https://storm.apache.org
            repo_url: https://github.com/apache/storm
            logo: apache-storm.svg
            twitter: https://twitter.com/ApacheStorm
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Armada
            homepage_url: https://armadaproject.io/
            repo_url: https://github.com/armadaproject/armada
            license: Apache 2.0
            logo: armada.svg
            twitter: https://twitter.com/oss_gr
            crunchbase: https://www.crunchbase.com/organization/g-research
          - item:
            name: Elastic Deep Learning (EDL)
            homepage_url: https://elasticdeeplearning.ai/
            project: incubating
            repo_url: https://github.com/elasticdeeplearning/edl
            logo: edl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Generic Neural Elastic Search (GNES)
            homepage_url: https://github.com/gnes-ai/gnes
            repo_url: https://github.com/gnes-ai/gnes
            logo: gnes.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/tencent
          - item:
            name: genie
            homepage_url: https://netflix.github.io/genie
            repo_url: https://github.com/Netflix/genie
            logo: genie.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/netflix
          - item:
            name: GraphScope
            description: A One-Stop Large-Scale Graph Computing System from Alibaba
            homepage_url: https://graphscope.io
            repo_url: https://github.com/alibaba/graphscope
            logo: graphscope.svg
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: Kubernetes
            description: Kubernetes is an open-source system for automating deployment, scaling, and management of containerized applications
            homepage_url: https://kubernetes.io/
            repo_url: https://github.com/kubernetes/kubernetes
            logo: kubernetes.svg
            twitter: https://twitter.com/kubernetesio
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
          - item:
            name: Nauta
            homepage_url: https://www.intel.com/content/www/us/en/artificial-intelligence/overview.html
            repo_url: https://github.com/IntelAI/Nauta
            logo: nauta.svg
            twitter: https://twitter.com/IntelAI
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: OpenShift
            homepage_url: https://www.redhat.com/en/technologies/cloud-computing/openshift
            repo_url: https://github.com/openshift/origin
            logo: openshift.svg
            twitter: https://twitter.com/openshift
            crunchbase: https://www.crunchbase.com/organization/red-hat
          - item:
            name: Singularity
            homepage_url: https://sylabs.io/
            repo_url: https://github.com/apptainer/singularity
            logo: singularity.svg
            twitter: https://twitter.com/SingularityApp
            crunchbase: https://www.crunchbase.com/organization/sylabs
          - item:
            name: SOAJS
            homepage_url: https://www.soajs.org/
            project: incubating
            repo_url: https://github.com/soajs/soajs
            logo: soajs.svg
            twitter: https://twitter.com/soajsorg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
      - subcategory:
        name: Interface
        items:
          - item:
            name: Apache Toree
            homepage_url: https://toree.apache.org
            repo_url: https://github.com/apache/incubator-toree
            logo: apache-toree.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Livy
            homepage_url: https://livy.incubator.apache.org/
            repo_url: https://github.com/apache/incubator-livy
            logo: apache-livy.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: sparklyr
            homepage_url: https://sparklyr.ai
            project: incubating
            repo_url: https://github.com/sparklyr/sparklyr
            logo: sparklyr.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
  - category:
    name: Trusted & Responsible AI
    subcategories:
      - subcategory:
        name: Explainability
        items:
          - item:
            name: AI Explainability 360 Toolkit
            homepage_url: http://aix360.mybluemix.net
            project: incubating
            repo_url: https://github.com/Trusted-AI/AIX360
            logo: aix360.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: ALIBI
            homepage_url: https://docs.seldon.io/projects/alibi/en/stable
            repo_url: https://github.com/SeldonIO/alibi
            logo: alibi.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/seldon
          - item:
            name: ELI5
            homepage_url: https://eli5.readthedocs.io/en/latest
            repo_url: https://github.com/TeamHG-Memex/eli5
            logo: eli5.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/scrapinghub
          - item:
            name: InterpretML
            homepage_url: https://github.com/interpretml/interpret
            repo_url: https://github.com/interpretml/interpret
            logo: interpretml.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: LIME
            homepage_url: https://homes.cs.washington.edu/~marcotcr/blog/lime/
            repo_url: https://github.com/marcotcr/lime
            logo: lime.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-washington
          - item:
            name: Lucid
            homepage_url: https://github.com/tensorflow/lucid
            repo_url: https://github.com/tensorflow/lucid
            logo: lucid.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: SHAP
            homepage_url: https://github.com/slundberg/shap
            repo_url: https://github.com/slundberg/shap
            logo: shap.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-washington
          - item:
            name: Skater
            homepage_url: https://oracle.github.io/Skater/overview.html
            repo_url: https://github.com/oracle/Skater
            logo: skater.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/oracle
          - item:
            name: TreeInterpreter
            homepage_url: https://github.com/andosa/treeinterpreter
            repo_url: https://github.com/andosa/treeinterpreter
            logo: treeinterpreter.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/mtakso
          - item:
            name: TruLens
            homepage_url: https://github.com/truera/trulens
            repo_url: https://github.com/truera/trulens
            logo: trulens.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/truera
      - subcategory:
        name: Adversarial
        items:
          - item:
            name: AdvBox
            homepage_url: https://github.com/advboxes/AdvBox
            repo_url: https://github.com/advboxes/AdvBox
            logo: advbox.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/baidu
          - item:
            name: Adversarial Robustness Toolkit
            homepage_url: https://developer.ibm.com/open/projects/adversarial-robustness-toolbox/
            project: graduated
            repo_url: https://github.com/Trusted-AI/adversarial-robustness-toolbox
            logo: art.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Advertorch
            homepage_url: https://advertorch.readthedocs.io/en/latest/
            repo_url: https://github.com/BorealisAI/advertorch
            logo: advertorch.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/royal-bank-of-canada
          - item:
            name: CleverHans
            homepage_url: http://www.cleverhans.io/
            repo_url: https://github.com/cleverhans-lab/cleverhans
            logo: cleverhans.svg
            crunchbase: https://www.crunchbase.com/organization/cleverhans-project
          - item:
            name: Foolbox
            homepage_url: https://foolbox.readthedocs.io/en/latest/
            repo_url: https://github.com/bethgelab/foolbox
            logo: foolbox.svg
            twitter: https://twitter.com/bethgelab
            crunchbase: https://www.crunchbase.com/organization/tuebingen-university
      - subcategory:
        name: Bias & Fairness
        items:
          - item:
            name: Aequitas
            homepage_url: http://www.datasciencepublicpolicy.org/our-work/tools-guides/aequitas
            repo_url: https://github.com/dssg/aequitas
            logo: aequitas.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/university-of-chicago
          - item:
            name: AI Fairness 360 Toolkit
            homepage_url: https://developer.ibm.com/open/projects/ai-fairness-360/
            project: incubating
            repo_url: https://github.com/Trusted-AI/AIF360
            logo: aif360.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Audit AI
            homepage_url: https://github.com/pymetrics/audit-ai
            repo_url: https://github.com/pymetrics/audit-ai
            logo: audit-ai.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/pymetrics
          - item:
            name: DeepLIFT
            homepage_url: https://github.com/kundajelab/deeplift
            repo_url: https://github.com/kundajelab/deeplift
            logo: deeplift.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/stanford-university
          - item:
            name: Fainlearn
            homepage_url: https://fairlearn.org
            repo_url: https://github.com/fairlearn/fairlearn
            logo: fairlearn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Intersectional Fairness
            homepage_url: https://github.com/intersectional-fairness/isf
            project: sandbox
            repo_url: https://github.com/intersectional-fairness/isf
            logo: isf.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
  - category:
    name: Notebook Environment
    subcategories:
      - subcategory:
        name: Notebook Environment
        items:
          - item:
            name: Apache Zeppelin
            homepage_url: https://zeppelin.apache.org/
            repo_url: https://github.com/apache/zeppelin
            logo: apache-zeppelin.svg
            twitter: https://twitter.com/ApacheZeppelin
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: BeakerX
            homepage_url: http://beakerx.com/
            repo_url: https://github.com/twosigma/beakerx
            logo: beakerx.svg
            twitter: https://twitter.com/BeakerXNotebook
            crunchbase: https://www.crunchbase.com/organization/two-sigma-investments
          - item:
            name: Colaboratory
            homepage_url: https://colab.research.google.com/notebooks/welcome.ipynb
            repo_url: https://github.com/googlecolab/colabtools
            logo: colab.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Elyra
            homepage_url: https://elyra.readthedocs.io/en/latest
            project: sandbox
            repo_url: https://github.com/elyra-ai/elyra
            logo: elyra.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: envd
            homepage_url: https://envd.tensorchord.ai/
            repo_url: https://github.com/tensorchord/envd
            logo: envd.svg
            twitter: https://twitter.com/TensorChord
            crunchbase: https://www.crunchbase.com/organization/tensorchord
          - item:
            name: IPython
            homepage_url: https://ipython.org/
            repo_url: https://github.com/ipython/ipython
            logo: ipython.svg
            twitter: https://twitter.com/IPythonDev
            crunchbase: https://www.crunchbase.com/organization/ipython
          - item:
            name: Jupyter Notebooks
            homepage_url: https://jupyter.org/
            repo_url: https://github.com/jupyter/notebook
            logo: jupyter-notebooks.svg
            twitter: https://twitter.com/ProjectJupyter
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: PixieDust
            homepage_url: https://www.ibm.com/cloud
            repo_url: https://github.com/pixiedust/pixiedust
            logo: pixiedust.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/ibm
          - item:
            name: Polynote
            homepage_url: https://polynote.org
            repo_url: https://github.com/polynote/polynote
            logo: polynote.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/netflix
          - item:
            name: rmarkdown
            homepage_url: https://rmarkdown.rstudio.com
            repo_url: https://github.com/rstudio/rmarkdown
            logo: rmarkdown.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/rstudio
          - item:
            name: Stencila
            homepage_url: https://stenci.la
            repo_url: https://github.com/stencila/stencila
            logo: stencila.svg
            crunchbase: https://www.crunchbase.com/organization/stencila
          - item:
            name: Streamlit
            homepage_url: https://www.streamlit.io
            repo_url: https://github.com/streamlit/streamlit
            logo: streamlit.svg
            crunchbase: https://www.crunchbase.com/organization/streamlit
  - category:
    name: Security & Privacy
    subcategories:
      - subcategory:
        name: Security & Privacy
        items:
          - item:
            name: Differential Privacy Library
            homepage_url: https://github.com/google/differential-privacy
            repo_url: https://github.com/google/differential-privacy
            logo: differentialprivacy.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: HE Lib
            homepage_url: https://github.com/homenc/HElib
            repo_url: https://github.com/homenc/HElib
            logo: helib.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/ibm
          - item:
            name: SEAL
            homepage_url: https://www.microsoft.com/en-us/research/project/microsoft-seal/
            repo_url: https://github.com/microsoft/SEAL
            logo: seal.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: TensorFlow Privacy
            homepage_url: https://github.com/tensorflow/privacy
            repo_url: https://github.com/tensorflow/privacy
            logo: tf_privacy.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: TF Encrypted
            homepage_url: https://tf-encrypted.io
            repo_url: https://github.com/tf-encrypted/tf-encrypted
            logo: tf_encrypted.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
  - category:
    name: LF AI & Data Member Company
    subcategories:
      - subcategory:
        name: Premier
        items:
          - item:
            name: Amazon Web Services, Inc.
            homepage_url: https://amazon.com/
            logo: amazon_web_services_inc.svg
            twitter: https://twitter.com/amazon
            crunchbase: https://www.crunchbase.com/organization/amazon-web-services
            joined: '2017-08-01'
          - item:
            name: Ericsson
            homepage_url: https://ericsson.com/
            logo: ericsson.svg
            crunchbase: https://www.crunchbase.com/organization/ericsson
            joined: '2018-12-01'
          - item:
            name: Guangdong OPPO Mobile Telecommunications Corp., Ltd.
            homepage_url: https://oppo.com/
            logo: guangdong_oppo_mobile_telecommunications_corp_ltd.svg
            crunchbase: https://www.crunchbase.com/organization/oppo
          - item:
            name: Huawei Technologies Co., Ltd
            homepage_url: https://huawei.com/
            logo: huawei_technologies_co_ltd.svg
            crunchbase: https://www.crunchbase.com/organization/huawei
          - item:
            name: Intel Corporation
            homepage_url: https://intel.com/
            logo: intel_corporation.svg
            twitter: https://twitter.com/intel
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: International Business Machines Corporation
            homepage_url: https://ibm.com/
            logo: international_business_machines_corporation.svg
            twitter: https://twitter.com/IBM
            crunchbase: https://www.crunchbase.com/organization/ibm
          - item:
            name: Nokia Corporation
            homepage_url: https://nokia.com/
            stock_ticker: NOK
            logo: nokia_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/nokia
          - item:
            name: SAS Institute Inc.
            homepage_url: https://sas.com/
            logo: sas_institute_inc.svg
            crunchbase: https://www.crunchbase.com/organization/sas
          - item:
            name: The 4th Paradigm Technology Co., Ltd
            homepage_url: https://4paradigm.com/
            logo: the_4th_paradigm_technology_co_ltd.svg
            crunchbase: https://www.crunchbase.com/organization/paradigm4
          - item:
            name: ZTE Corporation
            homepage_url: https://zte.com.cn/
            logo: zte_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/zte-corporation
      - subcategory:
        name: General
        items:
          - item:
            name: Alibaba Cloud (Singapore) Private LTD
            homepage_url: https://alibaba-inc.com/
            logo: alibaba_cloud_singapore_private_ltd.svg
            twitter: https://twitter.com/AlibabaB2B
            crunchbase: https://www.crunchbase.com/organization/alibaba-cloud
          - item:
            name: Astronomer
            homepage_url: https://astronomer.io/
            logo: astronomer.svg
            twitter: https://twitter.com/astronomerio
            crunchbase: https://www.crunchbase.com/organization/astronomer
          - item:
            name: BasicAI
            homepage_url: https://basic.ai/
            logo: basicai.svg
            twitter: https://twitter.com/BasicAIteam
            organization:
              name: BasicAI
          - item:
            name: Beijing Primitive Technology Co., Ltd
            homepage_url: https://primihub.com/
            logo: beijing_primitive_technology_co_ltd.svg
            crunchbase: https://www.crunchbase.com/organization/primitive-technology
          - item:
            name: Broadcom Corporation
            homepage_url: https://broadcom.com/
            logo: broadcom_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/broadcom
          - item:
            name: Cloudera, Inc.
            homepage_url: https://cloudera.com/
            stock_ticker: null
            logo: cloudera_inc.svg
            crunchbase: https://www.crunchbase.com/organization/cloudera
          - item:
            name: CloudGeometry Inc.
            homepage_url: https://cloudgeometry.io/
            logo: cloudgeometry_inc.svg
            crunchbase: https://www.crunchbase.com/organization/cloudgeometry
            joined: '2023-05-01'
          - item:
            name: CSDN (Beijing) Network Technology Co. Ltd
            homepage_url: https://csdn.net/
            logo: csdn_beijing_network_technology_co_ltd.svg
            crunchbase: https://www.crunchbase.com/organization/csdn
          - item:
            name: DaoCloud Network Technology Co., Ltd.
            homepage_url: https://daocloud.io/
            logo: daocloud_network_technology_co_ltd.svg
            twitter: https://twitter.com/DaoCloudIO
            crunchbase: https://www.crunchbase.com/organization/daocloud
          - item:
            name: Databricks Inc.
            homepage_url: https://databricks.com/
            logo: databricks_inc.svg
            crunchbase: https://www.crunchbase.com/organization/databricks
          - item:
            name: Datastrato
            homepage_url: https://datastrato.com/
            logo: datastrato.svg
            organization:
              name: Datastrato
          - item:
            name: DMetaSoul
            homepage_url: https://dmetasoul.com/
            logo: dmetasoul.svg
            organization:
              name: DMetaSoul
          - item:
            name: Fujitsu Limited
            homepage_url: https://fujitsu.com/
            stock_ticker: null
            logo: fujitsu_limited.svg
            twitter: https://twitter.com/Fujitsu_Global
            crunchbase: https://www.crunchbase.com/organization/fujitsu
            joined: '2016-01-01'
          - item:
            name: FuriosaAI, Inc.
            homepage_url: https://furiosa.ai/
            logo: furiosaai_inc.svg
            organization:
              name: FuriosaAI, Inc.
          - item:
            name: Futurewei Technologies, Inc.
            homepage_url: https://futurewei.com/
            logo: futurewei_technologies_inc.svg
            crunchbase: https://www.crunchbase.com/organization/futurewei-technologies
            joined: '2020-04-01'
          - item:
            name: ING Group
            homepage_url: https://ing.com/
            logo: ing_group.svg
            twitter: https://twitter.com/ING_news
            crunchbase: https://www.crunchbase.com/organization/ing-group
          - item:
            name: Jina AI Limited
            homepage_url: https://jina.ai/
            logo: jina_ai_limited.svg
            twitter: https://twitter.com/JinaAI_
            organization:
              name: Jina AI Limited
          - item:
            name: New Relic, Inc.
            homepage_url: https://newrelic.com/
            logo: new_relic_inc.svg
            crunchbase: https://www.crunchbase.com/organization/new-relic
            joined: '2018-10-01'
          - item:
            name: Posit
            homepage_url: https://posit.co/
            logo: posit.svg
            crunchbase: https://www.crunchbase.com/organization/posit
          - item:
            name: Precisely Holdings, LLC
            homepage_url: https://precisely.com/
            logo: precisely_holdings_llc.svg
            twitter: https://twitter.com/PreciselyData
            crunchbase: https://www.crunchbase.com/organization/precisely-write
          - item:
            name: Red Hat, Inc.
            homepage_url: https://redhat.com/
            logo: red_hat_inc.svg
            twitter: https://twitter.com/RedHat
            crunchbase: https://www.crunchbase.com/organization/red-hat
            joined: '2016-01-01'
          - item:
            name: Union.ai
            homepage_url: https://union.ai/
            logo: unionai.svg
            crunchbase: https://www.crunchbase.com/organization/union-ai
            joined: '2022-08-01'
          - item:
            name: VMware, Inc.
            homepage_url: https://vmware.com/
            logo: vmware_inc.svg
            crunchbase: https://www.crunchbase.com/organization/vmware
            joined: '2016-01-01'
          - item:
            name: Zilliz
            homepage_url: https://zilliz.com/
            logo: zilliz.svg
            crunchbase: https://www.crunchbase.com/organization/zilliz
      - subcategory:
        name: Associate
        items:
          - item:
            name: AI for People
            homepage_url: https://aiforpeople.org/
            logo: ai_for_people.svg
            crunchbase: https://www.crunchbase.com/organization/ai-for-people
          - item:
            name: Aivancity School for Technology, Business & Society Paris-Cachan
            homepage_url: https://aivancity.ai/
            logo: aivancity_school_for_technology_business__society_paris-cachan.svg
            crunchbase: https://www.crunchbase.com/organization/aivancity-school-for-technology-business-society
          - item:
            name: Ambianic.ai
            homepage_url: https://ambianic.ai/
            logo: ambianicai.svg
            crunchbase: https://www.crunchbase.com/organization/ambianic
          - item:
            name: baai
            homepage_url: https://baai.ac.cn/
            logo: baai.svg
            crunchbase: https://www.crunchbase.com/organization/baai
          - item:
            name: Banque de France
            homepage_url: https://banque-france.fr/
            logo: banque_de_france.svg
            crunchbase: https://www.crunchbase.com/organization/banque-de-france
          - item:
            name: Chaitanya Bharathi Institute Of Technology
            homepage_url: https://cbit.ac.in/
            logo: chaitanya_bharathi_institute_of_technology.svg
            twitter: https://twitter.com/CBIThyd
            crunchbase: https://www.crunchbase.com/organization/chaitanya-bharathi-institute-of-technology
          - item:
            name: China Academy of Information and Communications Technology (CAICT)
            homepage_url: https://caict.ac.cn/
            logo: china_academy_of_information_and_communications_technology_caict.svg
            crunchbase: https://www.crunchbase.com/organization/china-academy-of-information-and-communication-technology
          - item:
            name: Common Crawl Foundation
            homepage_url: https://commoncrawl.org/
            logo: common_crawl_foundation.svg
            crunchbase: https://www.crunchbase.com/organization/common-crawl
          - item:
            name: Ersilia Open Source Initiative
            homepage_url: https://ersilia.io/
            logo: ersilia_open_source_initiative.svg
            twitter: https://twitter.com/ersiliaio
            organization:
              name: Ersilia Open Source Initiative
          - item:
            name: Ewha Institute for Biomedical Law & Ethics
            homepage_url: https://my.ewha.ac.kr/
            logo: ewha_institute_for_biomedical_law__ethics.svg
            crunchbase: https://www.crunchbase.com/organization/ewha-womans-university
          - item:
            name: Galgotias University
            homepage_url: https://galgotiasuniversity.edu.in/
            logo: galgotias_university.svg
            twitter: https://twitter.com/iicgalgotiasuni
            crunchbase: https://www.crunchbase.com/organization/galgotias-university
          - item:
            name: High School Technology Services
            homepage_url: https://myhsts.org/
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