This environment is only available for Python.
+The Autogluon environment provides the Autogluon library:
This environment is only available for Python.
The Autokeras environment provides a backwards compatability environment for compatibility with Keras < 3, Tensorflow 2.14.1, and Pydantic:
This environment is only available for Python.
+The Autogluon environment provides the Autogluon library:
The Autokeras environment is only available for Python projects.
+This environment is only available for Python projects.
The Autokeras environment provides a backwards compatability environment for compatibility with Keras < 3, Tensorflow 2.14.1, and Pydantic:
This environment is only available for Python.
+The Autogluon environment provides the Autogluon library:
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-# Name Version + +diff --git a/Resources/libraries/supported-libraries.php b/Resources/libraries/supported-libraries.php index a17a531170..9251550327 100644 --- a/Resources/libraries/supported-libraries.php +++ b/Resources/libraries/supported-libraries.php @@ -1,29 +1,29 @@absl-py 2.1.0 +accelerate 0.30.1 adagio 0.2.4 aesara 2.9.3 -aiohttp 3.9.3 +aiohttp 3.9.5 aiosignal 1.3.1 aiosqlite 0.20.0 -alembic 1.13.1 +alibi-detect 0.12.0 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 -annotated-types 0.6.0 -antlr4-python3-runtime 4.11.1 -anyio 4.3.0 +annotated-types 0.7.0 +antlr4-python3-runtime 4.9.3 +anyio 4.4.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 -archspec 0.2.1 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 -arviz 0.17.1 +arviz 0.18.0 astropy 6.0.0 -astropy-iers-data 0.2024.3.25.0.29.50 +astropy-iers-data 0.2024.6.3.0.31.14 asttokens 2.4.1 astunparse 1.6.3 +async-generator 1.10 async-lru 2.0.4 -attrs 23.2.0 Authlib 1.3.0 autograd 1.6.2 autograd-gamma 0.5.0 autokeras 1.1.0 -autoray 0.6.9 +autoray 0.6.12 ax-platform 0.3.7 -Babel 2.14.0 +Babel 2.15.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 -blinker 1.7.0 blis 0.7.11 -blosc2 2.5.1 +blosc2 2.6.2 bokeh 3.3.4 -boltons 23.0.0 botorch 0.10.0 Bottleneck 1.3.8 -Brotli 1.0.9 -bs4 0.0.2 cachetools 5.3.3 captum 0.7.0 catalogue 2.0.10 catboost 1.2.3 category-encoders 2.6.3 causal-conv1d 1.2.0.post2 -certifi 2024.2.2 -cffi 1.16.0 +certipy 0.1.3 chardet 5.2.0 -charset-normalizer 2.0.4 check-shapes 1.1.1 -clarabel 0.7.1 +clarabel 0.9.0 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 cloudpickle 3.0.0 +clr-loader 0.1.6 cmdstanpy 1.2.1 colorama 0.4.6 colorcet 3.1.0 @@ -70,22 +64,16 @@ colorlover 0.3.0 colour 0.1.5 comm 0.2.2 -conda 24.1.2 -conda-content-trust 0.2.0 -conda-libmamba-solver 24.1.0 -conda-package-handling 2.2.0 -conda_package_streaming 0.9.0 -confection 0.1.4 +confection 0.1.5 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 -coreforecast 0.0.7 +coreforecast 0.0.9 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 -cryptography 42.0.2 cufflinks 0.17.3 cvxopt 1.3.2 cvxpy 1.4.2 @@ -93,14 +81,15 @@ cymem 2.0.8 Cython 3.0.9 darts 0.28.0 -dash 2.16.1 +dash 2.17.0 dash-core-components 2.0.0 -dash-cytoscape 1.0.0 +dash-cytoscape 1.0.1 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 -dataclasses-json 0.6.4 +dataclasses-json 0.6.6 +datasets 2.17.1 deap 1.4.1 debugpy 1.8.1 decorator 5.1.1 @@ -114,9 +103,8 @@ dirtyjson 1.0.8 diskcache 5.6.3 distributed 2024.3.1 -distro 1.8.0 dm-tree 0.1.8 -docker 7.0.0 +docker 7.1.0 docutils 0.20.1 DoubleML 0.7.1 dropstackframe 0.1.0 @@ -139,41 +127,41 @@ ecos 2.0.13 einops 0.7.0 EMD-signal 1.6.0 -empyrical-reloaded 0.5.9 +empyrical-reloaded 0.5.10 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 -entrypoints 0.4 et-xmlfile 1.1.0 etuples 0.3.9 -exchange_calendars 4.5.3 +exchange_calendars 4.5.4 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 -fastcore 1.5.29 +fastcore 1.5.43 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 +feature-engine 1.6.2 featuretools 1.30.0 -filelock 3.13.3 +filelock 3.14.0 findiff 0.10.0 FixedEffectModel 0.0.5 +FlagEmbedding 1.2.10 FLAML 2.1.2 -Flask 3.0.2 +Flask 3.0.3 flatbuffers 24.3.25 -fonttools 4.50.0 +fonttools 4.53.0 formulaic 1.0.1 fqdn 1.5.1 -frozendict 2.4.0 +frozendict 2.4.4 frozenlist 1.4.1 fs 2.4.16 -fsspec 2024.3.1 -fugue 0.8.7 -fugue-sql-antlr 0.2.0 +fsspec 2023.10.0 +fugue 0.9.0 functime 0.9.5 future 1.0.0 fuzzy-c-means 1.7.2 @@ -181,7 +169,7 @@ gensim 4.3.2 gevent 24.2.1 gitdb 4.0.11 -GitPython 3.1.42 +GitPython 3.1.43 gluonts 0.14.4 google-auth 2.29.0 google-auth-oauthlib 1.0.0 @@ -193,8 +181,7 @@ graphql-core 3.2.3 graphql-relay 3.2.0 graphviz 0.20.1 -greenlet 3.0.3 -grpcio 1.62.1 +grpcio 1.64.1 gunicorn 21.2.0 gym 0.26.2 gym-notices 0.0.8 @@ -202,74 +189,70 @@ h11 0.14.0 h2o 3.46.0.1 h5netcdf 1.3.0 -h5py 3.10.0 +h5py 3.11.0 hmmlearn 0.3.2 -holidays 0.45 +holidays 0.50 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 -httpcore 1.0.4 +httpcore 1.0.5 httpstan 4.12.0 httpx 0.27.0 -huggingface-hub 0.22.0 +huggingface-hub 0.23.2 hurst 0.0.5 hvplot 0.9.2 +hydra-core 1.3.0 hyperopt 0.2.7 -ibm-cloud-sdk-core 3.19.2 -ibm-platform-services 0.52.0 -idna 3.4 +ibm-cloud-sdk-core 3.20.1 +ibm-platform-services 0.53.7 iisignature 0.24 ijson 3.2.3 -imageio 2.34.0 +imageio 2.34.1 imbalanced-learn 0.12.0 immutabledict 4.2.0 importlib-metadata 4.13.0 -importlib_resources 6.4.0 iniconfig 2.0.0 injector 0.21.0 interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 -ipykernel 6.29.3 -ipython 8.22.2 +ipykernel 6.29.4 +ipython 8.25.0 ipywidgets 8.1.2 isoduration 20.11.0 -itsdangerous 2.1.2 +itsdangerous 2.2.0 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 -jaxtyping 0.2.28 +jaxtyping 0.2.29 jedi 0.19.1 -Jinja2 3.1.3 joblib 1.3.2 -json5 0.9.24 +json5 0.9.25 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 -jsonschema 4.21.1 -jsonschema-specifications 2023.12.1 jupyter 1.0.0 -jupyter_ai 2.12.0 -jupyter_ai_magics 2.12.0 -jupyter_bokeh 4.0.0 -jupyter_client 8.6.1 jupyter-console 6.6.3 -jupyter_core 5.7.2 jupyter-events 0.10.0 -jupyter-lsp 2.2.4 +jupyter-lsp 2.2.5 jupyter-resource-usage 1.0.2 -jupyter_server 2.13.0 +jupyter_ai 2.12.0 +jupyter_ai_magics 2.16.0 +jupyter_bokeh 4.0.0 +jupyter_client 8.6.2 +jupyter_core 5.7.2 +jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 -jupyterlab_server 2.25.4 -jupyterlab_widgets 3.0.10 -kagglehub 0.2.1 +jupyterlab_server 2.27.2 +jupyterlab_widgets 3.0.11 +kagglehub 0.2.5 kaleido 0.2.1 keras 2.14.0 keras-core 0.1.7 -keras-nlp 0.8.2 +keras-nlp 0.12.1 keras-rl 0.4.2 keras-tcn 3.5.0 keras-tuner 1.4.7 @@ -278,19 +261,20 @@ korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langchain 0.1.12 -langchain-community 0.0.29 -langchain-core 0.1.33 -langchain-text-splitters 0.0.1 -langcodes 3.3.0 -langsmith 0.1.31 +langchain-community 0.0.38 +langchain-core 0.1.52 +langchain-text-splitters 0.0.2 +langcodes 3.4.0 +langsmith 0.1.67 +language_data 1.2.0 lark 1.1.9 -lazy_loader 0.3 +lazy_loader 0.4 lazypredict-nightly 0.3.0 libclang 18.1.1 -libmambapy 1.5.6 lifelines 0.28.0 lightgbm 4.3.0 -lightning-utilities 0.11.1 +lightning 2.2.5 +lightning-utilities 0.11.2 lime 0.2.0.1 line-profiler 4.1.2 linear-operator 0.5.1 @@ -298,36 +282,34 @@ livelossplot 0.5.5 llama-index 0.10.19 llama-index-agent-openai 0.1.7 -llama-index-cli 0.1.11 -llama-index-core 0.10.23.post1 -llama-index-embeddings-openai 0.1.7 -llama-index-indices-managed-llama-cloud 0.1.5 +llama-index-cli 0.1.12 +llama-index-core 0.10.43 +llama-index-embeddings-openai 0.1.10 +llama-index-indices-managed-llama-cloud 0.1.6 llama-index-legacy 0.9.48 -llama-index-llms-openai 0.1.12 -llama-index-multi-modal-llms-openai 0.1.4 -llama-index-program-openai 0.1.4 +llama-index-llms-openai 0.1.22 +llama-index-multi-modal-llms-openai 0.1.6 +llama-index-program-openai 0.1.6 llama-index-question-gen-openai 0.1.3 -llama-index-readers-file 0.1.12 +llama-index-readers-file 0.1.23 llama-index-readers-llama-parse 0.1.4 -llama-parse 0.4.0 -llamaindex-py-client 0.1.13 +llama-parse 0.4.4 +llamaindex-py-client 0.1.19 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 -Mako 1.3.2 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 +marisa-trie 1.1.1 Markdown 3.6 markdown-it-py 3.0.0 -MarkupSafe 2.1.5 -marshmallow 3.21.1 +marshmallow 3.21.2 matplotlib 3.7.5 -matplotlib-inline 0.1.6 -mdit-py-plugins 0.4.0 +matplotlib-inline 0.1.7 +mdit-py-plugins 0.4.1 mdurl 0.1.2 -menuinst 2.0.2 mgarch 0.3.0 miniKanren 1.0.3 minorminer 0.2.13 @@ -348,13 +330,13 @@ multitasking 0.0.11 murmurhash 1.0.10 mypy-extensions 1.0.0 -namex 0.0.7 +namex 0.0.8 nbclient 0.10.0 -nbconvert 7.16.3 -nbformat 5.10.3 +nbconvert 7.16.4 +nbformat 5.10.4 ndindex 1.8 nest-asyncio 1.6.0 -networkx 3.2.1 +networkx 3.3 neural-tangents 0.6.5 neuralprophet 0.8.0 nfoursid 1.0.1 @@ -362,14 +344,15 @@ ninja 1.11.1.1 nixtlats 0.2.0 nltk 3.8.1 +nolds 0.5.2 nose 1.3.7 -notebook 7.1.2 +notebook 7.1.3 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 -numexpr 2.9.0 +numexpr 2.10.0 numpy 1.26.4 -nvidia-cublas-cu12 12.1.3.1 +nvidia-cublas-cu12 12.5.2.13 nvidia-cuda-cupti-cu12 12.1.105 nvidia-cuda-nvrtc-cu12 12.1.105 nvidia-cuda-runtime-cu12 12.1.105 @@ -379,62 +362,62 @@ nvidia-cusolver-cu12 11.4.5.107 nvidia-cusparse-cu12 12.1.0.106 nvidia-nccl-cu12 2.19.3 -nvidia-nvjitlink-cu12 12.4.99 +nvidia-nvjitlink-cu12 12.5.40 nvidia-nvtx-cu12 12.1.105 -oauthlib 3.2.2 -openai 1.14.3 +omegaconf 2.3.0 +openai 1.30.4 +opencv-contrib-python-headless 4.9.0.80 +opencv-python 4.10.0.82 openpyxl 3.1.2 opt-einsum 3.3.0 +optree 0.11.0 optuna 3.5.0 -orjson 3.9.15 +orjson 3.10.3 ortools 9.9.3963 -osqp 0.6.5 +osqp 0.6.7 overrides 7.7.0 packaging 23.2 pandas 2.1.4 -pandas-datareader 0.10.0 pandas-flavor 0.6.0 -pandas_market_calendars 4.4.0 pandas-ta 0.3.14b0 +pandas_market_calendars 4.4.0 pandocfilters 1.5.1 panel 1.3.8 param 2.1.0 -parso 0.8.3 -partd 1.4.1 +parso 0.8.4 +partd 1.4.2 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 pearl 2.3.12 -peewee 3.17.1 +peewee 3.17.3 +peft 0.11.1 penaltymodel 1.1.0 PennyLane 0.35.1 -PennyLane_Lightning 0.35.1 PennyLane-qiskit 0.35.1 +PennyLane_Lightning 0.35.1 persim 0.3.5 pexpect 4.9.0 pgmpy 0.1.25 -pillow 10.2.0 +pillow 10.3.0 pingouin 0.5.4 -pip 23.2.1 -platformdirs 3.10.0 plotly 5.20.0 -plotly-resampler 0.9.2 +plotly-resampler 0.10.0 plucky 0.4.3 -pluggy 1.4.0 +pluggy 1.5.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 +POT 0.9.3 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 -prometheus_client 0.20.0 -prompt-toolkit 3.0.43 +prompt_toolkit 3.0.45 prophet 1.1.5 protobuf 4.25.3 -psutil 5.9.8 ptyprocess 0.7.0 PuLP 2.8.0 pure-eval 0.2.2 @@ -444,66 +427,60 @@ py-lets-be-rational 1.0.1 py-vollib 1.0.1 py4j 0.10.9.7 -pyaml 23.12.0 +pyaml 24.4.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 -pyasn1 0.5.1 -pyasn1-modules 0.3.0 -pybind11 2.11.1 -pycaret 3.3.0 -pycosat 0.6.6 -pycparser 2.21 -pydantic 1.10.14 -pydantic_core 2.16.3 +pyasn1 0.6.0 +pyasn1_modules 0.4.0 +pybind11 2.12.0 +pycaret 3.3.2 +pycparser 2.20 +pydantic 1.10.15 +pydantic_core 2.18.4 pydmd 1.0.0 -pyerfa 2.0.1.1 +pyerfa 2.0.1.4 pyfolio-reloaded 0.9.5 -Pygments 2.17.2 -PyJWT 2.8.0 +Pygments 2.18.0 pykalman 0.9.7 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 -PyMuPDF 1.24.0 -PyMuPDFb 1.24.0 -pynndescent 0.5.11 -pyod 1.1.3 +pynndescent 0.5.12 +pyod 2.0.0 Pyomo 6.7.1 pyparsing 3.1.2 -pypdf 4.1.0 +pypdf 4.2.0 pyportfolioopt 1.5.5 -pyrb 1.0.1 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 -PySocks 1.7.1 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 -pytest 8.1.1 -python-dateutil 2.9.0.post0 -python-json-logger 2.0.7 +pytest 8.2.1 +python-dotenv 1.0.0 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 +pytorch-tabnet 4.1.0 pytz 2024.1 -pyvinecopulib 0.6.4 +pyvinecopulib 0.6.5 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 -pyzmq 25.1.2 -qdldl 0.1.7.post0 +pyzmq 26.0.3 +qdldl 0.1.7.post2 qiskit 1.0.2 -qiskit-aer 0.13.3 -qiskit-ibm-provider 0.10.0 +qiskit-aer 0.14.2 +qiskit-ibm-provider 0.11.0 qiskit-ibm-runtime 0.20.0 -qpd 0.4.4 -qtconsole 5.5.1 +qtconsole 5.5.2 QtPy 2.4.1 quadprog 0.1.12 +quantconnect-stubs 16467 quantecon 0.7.2 QuantLib 1.33 QuantStats 0.0.62 @@ -512,11 +489,9 @@ ray 2.9.3 Rbeast 0.1.19 rectangle-packer 2.0.2 -referencing 0.34.0 -regex 2023.12.25 -requests 2.31.0 +regex 2024.5.15 requests-ntlm 1.2.0 -requests-oauthlib 1.4.1 +requests-oauthlib 1.3.1 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 @@ -525,37 +500,34 @@ Riskfolio-Lib 6.0.0 riskparityportfolio 0.5.1 river 0.21.0 -rpds-py 0.18.0 rsa 4.9 -ruamel.yaml 0.17.21 ruptures 1.1.9 rustworkx 0.14.2 -safetensors 0.4.2 -SALib 1.4.8 +safetensors 0.4.3 +SALib 1.5.0 schemdraw 0.15 -scikeras 0.12.0 -scikit-base 0.7.5 +scikeras 0.13.0 +scikit-base 0.7.8 scikit-image 0.22.0 -scikit-learn 1.4.1.post1 +scikit-learn 1.4.2 scikit-learn-extra 0.3.0 scikit-optimize 0.10.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.11.4 -scs 3.2.4.post1 +scs 3.2.4.post2 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 -Send2Trash 1.8.2 -setuptools 65.5.0 -setuptools-scm 8.0.4 +Send2Trash 1.8.3 +sentence-transformers 3.0.0 +setuptools-scm 8.1.0 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 -six 1.16.0 sklearn-json 0.1.0 -sktime 0.27.1 +sktime 0.26.0 slicer 0.0.7 smart-open 6.4.0 smmap 5.0.1 @@ -565,15 +537,12 @@ spacy 3.7.4 spacy-legacy 3.0.12 spacy-loggers 1.0.5 -SQLAlchemy 2.0.29 -sqlglot 23.0.5 -sqlparse 0.4.4 +sqlparse 0.5.0 srsly 2.4.8 -ssm 0.0.1 -stable-baselines3 2.2.1 +stable_baselines3 2.3.2 stack-data 0.6.3 stanio 0.3.0 -statsforecast 1.7.3 +statsforecast 1.7.5 statsmodels 0.14.1 stevedore 5.2.0 stochastic 0.6.0 @@ -582,7 +551,7 @@ striprtf 0.0.26 stumpy 1.12.0 symengine 0.11.0 -sympy 1.12 +sympy 1.12.1 ta 0.11.0 TA-Lib 0.4.28 tables 3.9.2 @@ -590,20 +559,20 @@ tadasets 0.2.1 tbats 1.1.3 tblib 3.0.0 -tenacity 8.2.3 +tenacity 8.3.0 tensorboard 2.14.1 tensorboard-data-server 0.7.2 tensorboardX 2.6.2.2 tensorflow 2.14.1 tensorflow-addons 0.23.0 -tensorflow_decision_forests 1.9.0 tensorflow-estimator 2.14.0 tensorflow-hub 0.16.1 -tensorflow-io-gcs-filesystem 0.36.0 +tensorflow-io-gcs-filesystem 0.37.0 tensorflow-probability 0.24.0 tensorflow-ranking 0.5.3 tensorflow-serving-api 2.14.1 tensorflow-text 2.14.0 +tensorflow_decision_forests 1.9.0 tensorly 0.8.1 tensorrt 8.6.1.post1 tensorrt-bindings 8.6.1 @@ -614,77 +583,71 @@ tf-keras 2.15.0 tf2jax 0.3.6 thinc 8.2.3 -threadpoolctl 3.4.0 +threadpoolctl 3.5.0 thundergbm 0.3.17 -tifffile 2024.2.12 -tiktoken 0.6.0 -tinycss2 1.2.1 -tokenizers 0.15.2 +tifffile 2024.5.22 +tiktoken 0.7.0 +tinycss2 1.3.0 +tokenizers 0.19.1 toml 0.10.2 toolz 0.12.1 torch 2.2.1 torch-cluster 1.6.3 -torch_geometric 2.5.1 torch-scatter 2.1.2 torch-sparse 0.6.18 torch-spline-conv 1.2.2 +torch_geometric 2.5.1 torchdata 0.7.1 -torchmetrics 1.3.2 +torchmetrics 1.4.0.post0 torchvision 0.17.1 -tornado 6.4 TPOT 0.12.2 -tqdm 4.66.2 -traitlets 5.14.2 -transformers 4.38.2 +tqdm 4.66.4 +transformers 4.40.2 triad 0.9.6 triton 2.2.0 -truststore 0.8.0 -tsdownsample 0.1.2 +tsdownsample 0.1.3 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 +typer-config 1.4.0 types-python-dateutil 2.9.0.20240316 -typing_extensions 4.10.0 typing-inspect 0.9.0 tzdata 2024.1 uc-micro-py 1.0.3 umap-learn 0.5.5 update-checker 0.18.0 uri-template 1.3.0 -urllib3 2.1.0 -utilsforecast 0.1.2 -wasabi 1.1.2 +utilsforecast 0.1.10 +wasabi 1.1.3 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 -websocket-client 1.7.0 +websocket-client 1.8.0 websockets 12.0 Werkzeug 3.0.1 -wheel 0.41.2 -widgetsnbextension 4.0.10 +widgetsnbextension 4.0.11 window_ops 0.0.15 -woodwork 0.29.0 +woodwork 0.31.0 wordcloud 1.9.3 wrapt 1.14.1 -wurlitzer 3.0.3 -x-transformers 1.27.19 +wurlitzer 3.1.0 +x-transformers 1.30.4 xarray 2024.2.0 xarray-einstats 0.7.0 xgboost 2.0.3 xlrd 2.0.1 XlsxWriter 3.2.0 xxhash 3.4.1 -xyzservices 2023.10.1 +xyzservices 2024.4.0 yarl 1.9.4 yellowbrick 1.5 -yfinance 0.2.37 +yfinance 0.2.40 zict 3.0.0 -zipp 3.18.1 zope.event 5.0 -zope.interface 6.2 -zstandard 0.19.0 +zope.interface 6.4.post2 +\ No newline at end of file diff --git a/code-generators/get-libraries.py b/code-generators/get-libraries.py index d3a041a58a..bef3efbd48 100644 --- a/code-generators/get-libraries.py +++ b/code-generators/get-libraries.py @@ -1,22 +1,59 @@ from os import path, popen from pathlib import Path -if __name__ == '__main__': +RESOURCE = Path('Resources/libraries/') + +def __process_pip_line(line): + if '@' not in line: + return line + line = next(filter(lambda l: 'whl' in l, line.split('/')), '') + if not line: + return line + return '=='.join(line.split('-')[:2]).replace('_','-') + '\n' + +def __create_python_libraries_file(): + cmd = 'docker run --entrypoint bash quantconnect/lean:latest -c "pip3 freeze"' + lines = [__process_pip_line(line) for line in popen(cmd).readlines()] + with open(RESOURCE / 'default-python.txt', mode='w', encoding='utf-8') as fp: + fp.write(''.join([l for l in lines if l])) + +def __create_csharp_libraries_file(): lean_sln = Path("../Lean/QuantConnect.Lean.sln") # Install Lean if not lean_sln.is_file(): popen("git clone https://github.com/QuantConnect/Lean.git ../Lean").close() popen(f"dotnet restore {lean_sln.resolve()}").close() - docker_run = 'docker run --entrypoint bash quantconnect/lean:latest -c ' + cmd = f'dotnet list {lean_sln.resolve()} package' + def process_line(line): + return '=='.join([l for l in line.split(' ') if l][1:3]) + lines = sorted(set([process_line(line) for line in popen(cmd).readlines() if '>' in line])) + with open(RESOURCE / 'default-csharp.txt', mode='w', encoding='utf-8') as fp: + fp.write('\n'.join(lines)) - cmds_by_file = { - 'supported-libraries.php': { - 'python': f'{docker_run} "pip list"', - 'csharp': f'dotnet list {lean_sln.resolve()} package' - } - } +def __library_to_code_block(maxlen, libraries): + def format_output(key: str, value: str, maxlen: int) -> str: + count = maxlen - len(key) + value = value.replace("\n", "") + return f'{key + " " * count} {value}' + html = '' + for key, value in sorted(libraries.items(), key=lambda x: x[0].lower()): + html += format_output(key, value, maxlen) + '\n' + return html + +def __read_libraries_from_file(filename): + with open(filename, mode='r', encoding='utf-8') as f: + def line_to_kvp(line): + csv = line.split('==') + return csv[0],csv[1][:-1] + lines = [__process_pip_line(line) for line in f.readlines()] + libraries = dict([line_to_kvp(line) for line in lines if '==' in line]) + return len(max(libraries.keys(), key=len)), libraries +if __name__ == '__main__': + __create_csharp_libraries_file() + __create_python_libraries_file() + package_reference = '''-# Name Version absl-py 2.1.0 +accelerate 0.30.1 adagio 0.2.4 aesara 2.9.3 -aiohttp 3.9.3 +aiohttp 3.9.5 aiosignal 1.3.1 aiosqlite 0.20.0 alembic 1.13.1 +alibi-detect 0.12.0 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 -annotated-types 0.6.0 -antlr4-python3-runtime 4.11.1 -anyio 4.3.0 +annotated-types 0.7.0 +antlr4-python3-runtime 4.9.3 +anyio 4.4.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 -archspec 0.2.1 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 -arviz 0.17.1 +arviz 0.18.0 astropy 6.0.0 -astropy-iers-data 0.2024.3.25.0.29.50 +astropy-iers-data 0.2024.6.3.0.31.14 asttokens 2.4.1 astunparse 1.6.3 async-lru 2.0.4 @@ -32,33 +32,27 @@ autograd 1.6.2 autograd-gamma 0.5.0 autokeras 2.0.0 -autoray 0.6.9 +autoray 0.6.12 ax-platform 0.3.7 -Babel 2.14.0 +Babel 2.15.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 -blinker 1.7.0 +blinker 1.8.2 blis 0.7.11 -blosc2 2.5.1 +blosc2 2.6.2 bokeh 3.3.4 -boltons 23.0.0 botorch 0.10.0 Bottleneck 1.3.8 -Brotli 1.0.9 -bs4 0.0.2 cachetools 5.3.3 captum 0.7.0 catalogue 2.0.10 catboost 1.2.3 category-encoders 2.6.3 causal-conv1d 1.2.0.post2 -certifi 2024.2.2 -cffi 1.16.0 chardet 5.2.0 -charset-normalizer 2.0.4 check-shapes 1.1.1 -clarabel 0.7.1 +clarabel 0.9.0 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 @@ -70,37 +64,32 @@ colorlover 0.3.0 colour 0.1.5 comm 0.2.2 -conda 24.1.2 -conda-content-trust 0.2.0 -conda-libmamba-solver 24.1.0 -conda-package-handling 2.2.0 -conda_package_streaming 0.9.0 -confection 0.1.4 +confection 0.1.5 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 -coreforecast 0.0.7 +coreforecast 0.0.9 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 -cryptography 42.0.2 cufflinks 0.17.3 cvxopt 1.3.2 cvxpy 1.4.2 cycler 0.12.1 cymem 2.0.8 -Cython 3.0.9 +Cython 3.0.10 darts 0.28.0 -dash 2.16.1 +dash 2.17.0 dash-core-components 2.0.0 -dash-cytoscape 1.0.0 +dash-cytoscape 1.0.1 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 -dataclasses-json 0.6.4 +dataclasses-json 0.6.6 +datasets 2.17.1 deap 1.4.1 debugpy 1.6.7.post1 decorator 5.1.1 @@ -114,9 +103,8 @@ dirtyjson 1.0.8 diskcache 5.6.3 distributed 2024.3.1 -distro 1.8.0 dm-tree 0.1.8 -docker 7.0.0 +docker 7.1.0 docutils 0.20.1 DoubleML 0.7.1 dropstackframe 0.1.0 @@ -139,41 +127,42 @@ ecos 2.0.13 einops 0.7.0 EMD-signal 1.6.0 -empyrical-reloaded 0.5.9 +empyrical-reloaded 0.5.10 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 entrypoints 0.4 et-xmlfile 1.1.0 etuples 0.3.9 -exchange_calendars 4.5.3 +exchange_calendars 4.5.4 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 -fastcore 1.5.29 +fastcore 1.5.43 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 +feature-engine 1.6.2 featuretools 1.30.0 -filelock 3.13.3 +filelock 3.14.0 findiff 0.10.0 FixedEffectModel 0.0.5 +FlagEmbedding 1.2.10 FLAML 2.1.2 -Flask 3.0.2 +Flask 3.0.3 flatbuffers 24.3.25 -fonttools 4.50.0 +fonttools 4.53.0 formulaic 1.0.1 fqdn 1.5.1 -frozendict 2.4.0 +frozendict 2.4.4 frozenlist 1.4.1 fs 2.4.16 -fsspec 2024.3.1 -fugue 0.8.7 -fugue-sql-antlr 0.2.0 +fsspec 2023.10.0 +fugue 0.9.0 functime 0.9.5 future 1.0.0 fuzzy-c-means 1.7.2 @@ -181,7 +170,7 @@ gensim 4.3.2 gevent 24.2.1 gitdb 4.0.11 -GitPython 3.1.42 +GitPython 3.1.43 gluonts 0.14.4 google-pasta 0.2.0 gpflow 2.9.1 @@ -192,7 +181,7 @@ graphql-relay 3.2.0 graphviz 0.20.1 greenlet 3.0.3 -grpcio 1.62.1 +grpcio 1.64.1 gunicorn 21.2.0 gym 0.26.2 gym-notices 0.0.8 @@ -200,26 +189,26 @@ h11 0.14.0 h2o 3.46.0.1 h5netcdf 1.3.0 -h5py 3.10.0 +h5py 3.11.0 hmmlearn 0.3.2 -holidays 0.45 +holidays 0.50 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 -httpcore 1.0.4 +httpcore 1.0.5 httpstan 4.12.0 httpx 0.27.0 -huggingface-hub 0.22.0 +huggingface-hub 0.23.2 hurst 0.0.5 hvplot 0.9.2 +hydra-core 1.3.0 hyperopt 0.2.7 -ibm-cloud-sdk-core 3.19.2 -ibm-platform-services 0.52.0 -idna 3.4 +ibm-cloud-sdk-core 3.20.1 +ibm-platform-services 0.53.7 iisignature 0.24 ijson 3.2.3 -imageio 2.34.0 +imageio 2.34.1 imbalanced-learn 0.12.0 immutabledict 4.2.0 importlib_metadata 7.1.0 @@ -229,19 +218,19 @@ interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 -ipykernel 6.29.3 -ipython 8.22.2 +ipykernel 6.29.4 +ipython 8.25.0 ipywidgets 8.1.2 isoduration 20.11.0 -itsdangerous 2.1.2 +itsdangerous 2.2.0 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 -jaxtyping 0.2.28 +jaxtyping 0.2.29 jedi 0.19.1 -Jinja2 3.1.3 +Jinja2 3.1.4 joblib 1.3.2 -json5 0.9.24 +json5 0.9.25 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 @@ -250,24 +239,24 @@ interface-meta 1.3.0 jupyter 1.0.0 jupyter-console 6.6.3 jupyter-events 0.10.0 -jupyter-lsp 2.2.4 +jupyter-lsp 2.2.5 jupyter-resource-usage 1.0.2 jupyter_ai 2.12.0 -jupyter_ai_magics 2.12.0 +jupyter_ai_magics 2.16.0 jupyter_bokeh 4.0.0 -jupyter_client 8.6.1 +jupyter_client 8.6.2 jupyter_core 5.7.2 -jupyter_server 2.13.0 +jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 -jupyterlab_server 2.25.4 -jupyterlab_widgets 3.0.10 -kagglehub 0.2.1 +jupyterlab_server 2.27.2 +jupyterlab_widgets 3.0.11 +kagglehub 0.2.5 kaleido 0.2.1 -keras 3.0.5 +keras 3.3.3 keras-core 0.1.7 -keras-nlp 0.8.2 +keras-nlp 0.12.1 keras-rl 0.4.2 keras-tcn 3.5.0 keras-tuner 1.4.7 @@ -276,19 +265,20 @@ interface-meta 1.3.0 korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langchain 0.1.12 -langchain-community 0.0.29 -langchain-core 0.1.33 -langchain-text-splitters 0.0.1 -langcodes 3.3.0 -langsmith 0.1.31 +langchain-community 0.0.38 +langchain-core 0.1.52 +langchain-text-splitters 0.0.2 +langcodes 3.4.0 +langsmith 0.1.67 +language_data 1.2.0 lark 1.1.9 -lazy_loader 0.3 +lazy_loader 0.4 lazypredict-nightly 0.3.0 libclang 18.1.1 -libmambapy 1.5.6 lifelines 0.28.0 lightgbm 4.3.0 -lightning-utilities 0.11.1 +lightning 2.2.5 +lightning-utilities 0.11.2 lime 0.2.0.1 line-profiler 4.1.2 linear-operator 0.5.1 @@ -296,36 +286,36 @@ interface-meta 1.3.0 livelossplot 0.5.5 llama-index 0.10.19 llama-index-agent-openai 0.1.7 -llama-index-cli 0.1.11 -llama-index-core 0.10.23.post1 -llama-index-embeddings-openai 0.1.7 -llama-index-indices-managed-llama-cloud 0.1.5 +llama-index-cli 0.1.12 +llama-index-core 0.10.43 +llama-index-embeddings-openai 0.1.10 +llama-index-indices-managed-llama-cloud 0.1.6 llama-index-legacy 0.9.48 -llama-index-llms-openai 0.1.12 -llama-index-multi-modal-llms-openai 0.1.4 -llama-index-program-openai 0.1.4 +llama-index-llms-openai 0.1.22 +llama-index-multi-modal-llms-openai 0.1.6 +llama-index-program-openai 0.1.6 llama-index-question-gen-openai 0.1.3 -llama-index-readers-file 0.1.12 +llama-index-readers-file 0.1.23 llama-index-readers-llama-parse 0.1.4 -llama-parse 0.4.0 -llamaindex-py-client 0.1.13 +llama-parse 0.4.4 +llamaindex-py-client 0.1.19 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 -Mako 1.3.2 +Mako 1.3.5 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 +marisa-trie 1.1.1 Markdown 3.6 markdown-it-py 3.0.0 MarkupSafe 2.1.5 -marshmallow 3.21.1 +marshmallow 3.21.2 matplotlib 3.7.5 -matplotlib-inline 0.1.6 -mdit-py-plugins 0.4.0 +matplotlib-inline 0.1.7 +mdit-py-plugins 0.4.1 mdurl 0.1.2 -menuinst 2.0.2 mgarch 0.3.0 miniKanren 1.0.3 minorminer 0.2.13 @@ -346,63 +336,68 @@ interface-meta 1.3.0 multitasking 0.0.11 murmurhash 1.0.10 mypy-extensions 1.0.0 -namex 0.0.7 +namex 0.0.8 nbclient 0.10.0 -nbconvert 7.16.3 -nbformat 5.10.3 +nbconvert 7.16.4 +nbformat 5.10.4 ndindex 1.8 nest-asyncio 1.6.0 -networkx 3.2.1 +networkx 3.3 neural-tangents 0.6.5 neuralprophet 0.8.0 nfoursid 1.0.1 ngboost 0.5.1 ninja 1.11.1.1 nltk 3.8.1 +nolds 0.5.2 nose 1.3.7 -notebook 7.1.2 +notebook 7.1.3 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 -numexpr 2.9.0 +numexpr 2.10.0 numpy 1.26.4 nvidia-cublas-cu12 12.1.3.1 nvidia-cuda-cupti-cu12 12.1.105 nvidia-cuda-nvrtc-cu12 12.1.105 -nvidia-cuda-runtime-cu12 12.4.99 -nvidia-cudnn-cu12 8.9.7.29 +nvidia-cuda-runtime-cu12 12.1.105 +nvidia-cudnn-cu12 8.9.2.26 nvidia-cufft-cu12 11.0.2.54 nvidia-curand-cu12 10.3.2.106 nvidia-cusolver-cu12 11.4.5.107 nvidia-cusparse-cu12 12.1.0.106 nvidia-nccl-cu12 2.19.3 -nvidia-nvjitlink-cu12 12.4.99 +nvidia-nvjitlink-cu12 12.5.40 nvidia-nvtx-cu12 12.1.105 oauthlib 3.2.2 -openai 1.14.3 +omegaconf 2.3.0 +openai 1.30.4 +opencv-contrib-python-headless 4.9.0.80 +opencv-python 4.10.0.82 openpyxl 3.1.2 opt-einsum 3.3.0 +optree 0.11.0 optuna 3.5.0 -orjson 3.9.15 +orjson 3.10.3 ortools 9.9.3963 -osqp 0.6.5 +osqp 0.6.7 overrides 7.7.0 packaging 23.2 pandas 2.1.4 -pandas-datareader 0.10.0 pandas-flavor 0.6.0 pandas-ta 0.3.14b0 pandas_market_calendars 4.4.0 pandocfilters 1.5.1 panel 1.3.8 param 2.1.0 -parso 0.8.3 -partd 1.4.1 +parso 0.8.4 +partd 1.4.2 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 -peewee 3.17.1 +peewee 3.17.3 +peft 0.11.1 penaltymodel 1.1.0 PennyLane 0.35.1 PennyLane-qiskit 0.35.1 @@ -410,24 +405,23 @@ interface-meta 1.3.0 persim 0.3.5 pexpect 4.9.0 pgmpy 0.1.25 -pillow 10.2.0 +pillow 10.3.0 pingouin 0.5.4 -pip 23.3.1 -platformdirs 3.10.0 plotly 5.20.0 -plotly-resampler 0.9.2 +plotly-resampler 0.10.0 plucky 0.4.3 -pluggy 1.4.0 +pluggy 1.5.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 +POT 0.9.3 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prometheus_client 0.20.0 -prompt-toolkit 3.0.43 +prompt_toolkit 3.0.45 prophet 1.1.5 protobuf 4.25.3 psutil 5.9.8 @@ -441,20 +435,18 @@ interface-meta 1.3.0 py-lets-be-rational 1.0.1 py-vollib 1.0.1 py4j 0.10.9.7 -pyaml 23.12.0 +pyaml 24.4.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 -pybind11 2.11.1 -pycaret 3.3.0 -pycosat 0.6.6 -pycparser 2.21 -pydantic 2.6.4 -pydantic_core 2.16.3 +pybind11 2.12.0 +pycaret 3.3.2 +pydantic 2.7.3 +pydantic_core 2.18.4 pydevd-pycharm 231.9225.15 pydmd 1.0.0 -pyerfa 2.0.1.1 +pyerfa 2.0.1.4 pyfolio-reloaded 0.9.5 -Pygments 2.17.2 +Pygments 2.18.0 PyJWT 2.8.0 pykalman 0.9.7 pylev 1.4.0 @@ -462,42 +454,39 @@ interface-meta 1.3.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 -PyMuPDF 1.24.0 -PyMuPDFb 1.24.0 -pynndescent 0.5.11 -pyod 1.1.3 +pynndescent 0.5.12 +pyod 2.0.0 Pyomo 6.7.1 pyparsing 3.1.2 -pypdf 4.1.0 +pypdf 4.2.0 pyportfolioopt 1.5.5 -pyrb 1.0.1 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 -PySocks 1.7.1 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 -pytest 8.1.1 +pytest 8.2.1 python-dateutil 2.9.0.post0 +python-dotenv 1.0.0 python-json-logger 2.0.7 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 +pytorch-tabnet 4.1.0 pytz 2024.1 -pyvinecopulib 0.6.4 +pyvinecopulib 0.6.5 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 -pyzmq 25.1.2 -qdldl 0.1.7.post0 +pyzmq 26.0.3 +qdldl 0.1.7.post2 qiskit 1.0.2 -qiskit-aer 0.13.3 -qiskit-ibm-provider 0.10.0 +qiskit-aer 0.14.2 +qiskit-ibm-provider 0.11.0 qiskit-ibm-runtime 0.20.0 -qpd 0.4.4 -qtconsole 5.5.1 +qtconsole 5.5.2 QtPy 2.4.1 quadprog 0.1.12 quantecon 0.7.2 @@ -508,11 +497,10 @@ interface-meta 1.3.0 ray 2.9.3 Rbeast 0.1.19 rectangle-packer 2.0.2 -referencing 0.34.0 -regex 2023.12.25 -requests 2.31.0 +referencing 0.35.1 +regex 2024.5.15 requests-ntlm 1.2.0 -requests-oauthlib 1.4.1 +requests-oauthlib 1.3.1 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 @@ -521,35 +509,35 @@ interface-meta 1.3.0 Riskfolio-Lib 6.0.0 riskparityportfolio 0.5.1 river 0.21.0 -rpds-py 0.18.0 -ruamel.yaml 0.17.21 +rpds-py 0.18.1 ruptures 1.1.9 rustworkx 0.14.2 -safetensors 0.4.2 -SALib 1.4.8 +safetensors 0.4.3 +SALib 1.5.0 schemdraw 0.15 -scikit-base 0.7.5 +scikeras 0.13.0 +scikit-base 0.7.8 scikit-image 0.22.0 -scikit-learn 1.4.1.post1 +scikit-learn 1.4.2 scikit-learn-extra 0.3.0 scikit-optimize 0.10.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.11.4 -scs 3.2.4.post1 +scs 3.2.4.post2 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 -Send2Trash 1.8.2 -setuptools 68.2.2 -setuptools-scm 8.0.4 +Send2Trash 1.8.3 +sentence-transformers 3.0.0 +setuptools-scm 8.1.0 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 six 1.16.0 sklearn-json 0.1.0 -sktime 0.27.1 +sktime 0.26.0 slicer 0.0.7 smart-open 6.4.0 smmap 5.0.1 @@ -559,15 +547,13 @@ interface-meta 1.3.0 spacy 3.7.4 spacy-legacy 3.0.12 spacy-loggers 1.0.5 -SQLAlchemy 2.0.29 -sqlglot 23.0.5 -sqlparse 0.4.4 +SQLAlchemy 2.0.30 +sqlparse 0.5.0 srsly 2.4.8 -ssm 0.0.1 -stable-baselines3 2.2.1 +stable_baselines3 2.3.2 stack-data 0.6.3 stanio 0.3.0 -statsforecast 1.7.3 +statsforecast 1.7.5 statsmodels 0.14.1 stevedore 5.2.0 stochastic 0.6.0 @@ -576,7 +562,7 @@ interface-meta 1.3.0 striprtf 0.0.26 stumpy 1.12.0 symengine 0.11.0 -sympy 1.12 +sympy 1.12.1 ta 0.11.0 TA-Lib 0.4.28 tables 3.9.2 @@ -584,13 +570,13 @@ interface-meta 1.3.0 tadasets 0.2.1 tbats 1.1.3 tblib 3.0.0 -tenacity 8.2.3 +tenacity 8.3.0 tensorboard 2.16.2 tensorboard-data-server 0.7.2 tensorboardX 2.6.2.2 tensorflow 2.16.1 tensorflow-addons 0.23.0 -tensorflow-io-gcs-filesystem 0.36.0 +tensorflow-io-gcs-filesystem 0.37.0 tensorflow-probability 0.24.0 tensorflow-text 2.16.1 tensorflow_decision_forests 1.9.0 @@ -604,12 +590,12 @@ interface-meta 1.3.0 tf2jax 0.3.6 tf_keras 2.16.0 thinc 8.2.3 -threadpoolctl 3.4.0 +threadpoolctl 3.5.0 thundergbm 0.3.17 -tifffile 2024.2.12 -tiktoken 0.6.0 -tinycss2 1.2.1 -tokenizers 0.15.2 +tifffile 2024.5.22 +tiktoken 0.7.0 +tinycss2 1.3.0 +tokenizers 0.19.1 toml 0.10.2 toolz 0.12.1 torch 2.2.1 @@ -619,140 +605,136 @@ interface-meta 1.3.0 torch-spline-conv 1.2.2 torch_geometric 2.5.1 torchdata 0.7.1 -torchmetrics 1.3.2 +torchmetrics 1.4.0.post0 torchvision 0.17.1 tornado 6.4 TPOT 0.12.2 -tqdm 4.66.2 -traitlets 5.14.2 -transformers 4.38.2 +tqdm 4.66.4 +traitlets 5.14.3 +transformers 4.40.2 triad 0.9.6 triton 2.2.0 -truststore 0.8.0 -tsdownsample 0.1.2 +tsdownsample 0.1.3 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 +typer-config 1.4.0 types-python-dateutil 2.9.0.20240316 typing-inspect 0.9.0 -typing_extensions 4.10.0 +typing_extensions 4.12.1 tzdata 2024.1 uc-micro-py 1.0.3 umap-learn 0.5.5 update-checker 0.18.0 uri-template 1.3.0 -urllib3 2.1.0 -utilsforecast 0.1.2 -wasabi 1.1.2 +utilsforecast 0.1.10 +wasabi 1.1.3 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 -websocket-client 1.7.0 +websocket-client 1.8.0 websockets 12.0 Werkzeug 3.0.1 -wheel 0.41.2 -widgetsnbextension 4.0.10 +widgetsnbextension 4.0.11 window_ops 0.0.15 -woodwork 0.29.0 +woodwork 0.31.0 wordcloud 1.9.3 wrapt 1.16.0 -wurlitzer 3.0.3 -x-transformers 1.27.19 +wurlitzer 3.1.0 +x-transformers 1.30.4 xarray 2024.2.0 xarray-einstats 0.7.0 xgboost 2.0.3 xlrd 2.0.1 XlsxWriter 3.2.0 xxhash 3.4.1 -xyzservices 2023.10.1 +xyzservices 2024.4.0 yarl 1.9.4 yellowbrick 1.5 -yfinance 0.2.37 +yfinance 0.2.40 zict 3.0.0 -zipp 3.18.1 +zipp 3.19.1 zope.event 5.0 -zope.interface 6.2 -zstandard 0.19.0 +zope.interface 6.4.post2-# Name Version -Accord 3.6.0 -Accord.Fuzzy 3.6.0 -Accord.MachineLearning 3.6.0 -Accord.Math 3.6.0 -Accord.Statistics 3.6.0 -CloneExtensions 1.3.0 -Common.Logging 3.4.1 -Common.Logging.Core 3.4.1 -CsvHelper 19.0.0 -Deedle 2.1.0 -DotNetZip 1.16.0 -DynamicInterop 0.9.1 -fasterflect 3.0.0 -MathNet.Numerics 5.0.0 -McMaster.Extensions.CommandLineUtils 2.6.0 -Microsoft.IO.RecyclableMemoryStream 2.3.2 -Microsoft.NET.Test.Sdk 16.9.4 -Microsoft.TestPlatform.ObjectModel 16.9.4 -Moq 4.16.1 -NetMQ 4.0.1.6 -Newtonsoft.Json 13.0.2 -NodaTime 3.0.5 -NUnit 3.13.3 -NUnit3TestAdapter 4.2.1 -Plotly.NET 3.0.1 -Plotly.NET.Interactive 3.0.2 -protobuf-net 3.1.33 -QLNet 1.13.0 -QuantConnect.pythonnet 2.0.28 -RestSharp 106.12.0 -SharpZipLib 1.3.3 -System.ComponentModel.Composition 6.0.0 - -Accord.Audio 3.6.0 -Accord.Genetic 3.6.0 -Accord.MachineLearning.GPL 3.6.0 -Catalyst 1.0.39645 -Catalyst.Models.English 1.0.30952 -CNTK.CPUOnly 2.8.0-rc0.dev20200201 -Google.OrTools 9.6.2534 -LibTopoART 0.97.0 -MathNet.Filtering 0.7.0 -MathNet.Filtering.Kalman 0.7.0 -MathNet.Spatial 0.6.0 -Microsoft.Data.Analysis 0.20.1 -Microsoft.ML 2.0.1 -Microsoft.ML.CpuMath 2.0.1 -Microsoft.ML.DataView 2.0.1 -Microsoft.ML.Ensemble 0.20.1 -Microsoft.ML.FastTree 2.0.1 -Microsoft.ML.LightGbm 2.0.1 -Microsoft.ML.Mkl.Components 2.0.1 -Microsoft.ML.OnnxRuntime 1.15.1 -Microsoft.ML.TensorFlow 2.0.1 -Microsoft.ML.TimeSeries 2.0.1 -NumSharp 0.30.0 -OpenAI 1.7.2 -R.NET 1.9.0 -SharpLearning.AdaBoost 0.31.8 -SharpLearning.Common.Interfaces 0.31.8 -SharpLearning.Containers 0.31.8 -SharpLearning.CrossValidation 0.31.8 -SharpLearning.DecisionTrees 0.31.8 -SharpLearning.Ensemble 0.31.8 -SharpLearning.FeatureTransformations 0.31.8 -SharpLearning.GradientBoost 0.31.8 -SharpLearning.InputOutput 0.31.8 -SharpLearning.Metrics 0.31.8 -SharpLearning.Neural 0.31.8 -SharpLearning.Optimization 0.31.8 -SharpLearning.RandomForest 0.31.8 -SharpLearning.XGBoost 0.31.8 -SharpNeatLib 2.4.4 -TensorFlow.Keras 0.11.2 -TensorFlow.NET 0.110.2 +Accord 3.6.0 +Accord.Fuzzy 3.6.0 +Accord.MachineLearning 3.6.0 +Accord.Math 3.6.0 +Accord.Statistics 3.6.0 +CloneExtensions 1.3.0 +Common.Logging 3.4.1 +Common.Logging.Core 3.4.1 +CsvHelper 19.0.0 +Deedle 2.1.0 +DotNetZip 1.16.0 +DynamicInterop 0.9.1 +fasterflect 3.0.0 +MathNet.Numerics 5.0.0 +McMaster.Extensions.CommandLineUtils 2.6.0 +Microsoft.IO.RecyclableMemoryStream 2.3.2 +Microsoft.NET.Test.Sdk 16.9.4 +Microsoft.TestPlatform.ObjectModel 16.9.4 +Moq 4.16.1 +NetMQ 4.0.1.6 +Newtonsoft.Json 13.0.2 +NodaTime 3.0.5 +NUnit 3.13.3 +NUnit3TestAdapter 4.2.1 +Plotly.NET 3.0.1 +Plotly.NET.Interactive 3.0.2 +protobuf-net 3.1.3 +QLNet 1.13.0 +QuantConnect.pythonnet 2.0.38 +RestSharp 106.12.0 +SharpZipLib 1.3.3 +System.ComponentModel.Composition 6.0.0 + +Accord.Audio 3.6.0 +Accord.Genetic 3.6.0 +Accord.MachineLearning.GPL 3.6.0 +Catalyst 1.0.39645 +Catalyst.Models.English 1.0.30952 +CNTK.CPUOnly 2.8.0-rc0.dev20200201 +Google.OrTools 9.6.2534 +LibTopoART 0.97.0 +MathNet.Filtering 0.7.0 +MathNet.Filtering.Kalman 0.7.0 +MathNet.Spatial 0.6.0 +Microsoft.Data.Analysis 0.20.1 +Microsoft.ML 2.0.1 +Microsoft.ML.CpuMath 2.0.1 +Microsoft.ML.DataView 2.0.1 +Microsoft.ML.Ensemble 0.20.1 +Microsoft.ML.FastTree 2.0.1 +Microsoft.ML.LightGbm 2.0.1 +Microsoft.ML.Mkl.Components 2.0.1 +Microsoft.ML.OnnxRuntime 1.15.1 +Microsoft.ML.TensorFlow 2.0.1 +Microsoft.ML.TimeSeries 2.0.1 +NumSharp 0.30.0 +OpenAI 1.7.2 +R.NET 1.9.0 +SharpLearning.AdaBoost 0.31.8 +SharpLearning.Common.Interfaces 0.31.8 +SharpLearning.Containers 0.31.8 +SharpLearning.CrossValidation 0.31.8 +SharpLearning.DecisionTrees 0.31.8 +SharpLearning.Ensemble 0.31.8 +SharpLearning.FeatureTransformations 0.31.8 +SharpLearning.GradientBoost 0.31.8 +SharpLearning.InputOutput 0.31.8 +SharpLearning.Metrics 0.31.8 +SharpLearning.Neural 0.31.8 +SharpLearning.Optimization 0.31.8 +SharpLearning.RandomForest 0.31.8 +SharpLearning.XGBoost 0.31.8 +SharpNeatLib 2.4.4 +TensorFlow.Keras 0.11.2 +TensorFlow.NET 0.110.2@@ -145,7 +182,7 @@ 'example': '', 'version': '', }, - 'stable-baselines3': { + 'stable_baselines3': { 'name': 'Stable-Baselines3', 'url': 'https://stable-baselines3.readthedocs.io/en/master', 'code': 'from stable_baselines3 import *', @@ -195,56 +232,40 @@ } } - for filename, cmds in cmds_by_file.items(): - with open(f'Resources/libraries/{filename}', mode='w', encoding='utf-8') as fp: - html = ' \n' - for language, cmd in cmds.items(): - html += f'' + fp.write(html) + for enviroment in ['autogluon','autokeras']: + with open(RESOURCE / f'supported-libraries-foundation-{enviroment}.html', mode='w', encoding='utf-8') as fp: + maxlen, libraries = __read_libraries_from_file(RESOURCE / f'{enviroment}.txt') + fp.write(f''' +\n' - maxlen, libraries = 39, {'# Name': 'Version'} - content = popen(cmd) - - for i, line in enumerate(content.readlines()): - if i < 2: continue - if "WARNING" in line: break - - line = [x for x in line.split(' ') if x != ''] - - if language == "csharp": - if ">" not in line: continue - - if line[-1] != "\n": - key, value = [line[1]] + [line[-1].replace("\n", "")] - else: - key, value = [line[1]] + [line[-2].replace("\n", "")] - else: - key, value = line[:2] - if key in selected: - if not selected[key]['version']: - selected[key]['version'] = line[1][:-1] - maxlen = max(maxlen, len(key)) - libraries[key] = value + with open(RESOURCE / 'supported-libraries.php', mode='w', encoding='utf-8') as fp: + html = '\n' + for language in ['python', 'csharp']: + maxlen, libraries = __read_libraries_from_file(RESOURCE / f'default-{language}.txt') - def format_output(key: str, value: str, maxlen: int) -> str: - count = maxlen - len(key) - value = value.replace("\n", "") - return f'{key + " " * count} {value}' + for key, value in libraries.items(): + if key in selected: + if not selected[key]['version']: + selected[key]['version'] = value - for key, value in sorted(libraries.items(), key=lambda x: x[0].lower()): - html += format_output(key, value, maxlen) + '\n' + html += f'' - fp.write(html) + html += '\n' + html += __library_to_code_block(maxlen, libraries) - # Add C# Cloud - if language == "csharp": - html += '\n' - for key, value in sorted(cloud_added.items(), key=lambda x: x[0].lower()): - if key not in libraries: - html += format_output(key, value, maxlen) + '\n' - html += '\n' + # Add C# Cloud + if language == "csharp": + html += '\n' + cloud_added = {k:v for k,v in cloud_added.items() if k not in libraries} + html += __library_to_code_block(maxlen, cloud_added) + html += '\n' - html += '' + html += '' - html += '+''') + html = ''' @@ -311,4 +332,4 @@ class MachineLearningLibraryForWritingAlgorithm { ''' with open(f'03 Writing Algorithms/31 Machine Learning/01 Key Concepts/02 Supported Libraries.php', mode='w', encoding='utf-8') as fp: - fp.write(html) + fp.write(html) \ No newline at end of file+{__library_to_code_block(maxlen, libraries)} +