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    1.1k repositories

    • nevergrad

      Public
      A Python toolbox for performing gradient-free optimization
      Python
      •
      MIT License
      •355•4k•80•41•Updated Nov 22, 2024Nov 22, 2024

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •65•494•13•2•Updated Nov 22, 2024Nov 22, 2024

    • pyvrs

      Public
      Python interface for https//github.com/facebookresearch/vrs.
      C++
      •
      Apache License 2.0
      •8•24•1•0•Updated Nov 22, 2024Nov 22, 2024

    • Ego4d

      Public
      Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset
      videocomputer-visionfeature-extractionvisuzalizationdataset
      Jupyter Notebook
      •
      MIT License
      •49•360•54•4•Updated Nov 22, 2024Nov 22, 2024

    • generative-recommenders

      Public
      Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
      recommendationsrecsysrecommender-systemsactions-speak-louder-than-wordsgenerative-recommendershstu
      Python
      •
      Apache License 2.0
      •144•765•5•21•Updated Nov 22, 2024Nov 22, 2024

    • vrs

      Public
      VRS is a file format optimized to record & playback streams of sensor data, such as images, audio samples, and any other discrete sensors (IMU, temperature, etc), stored in per-device streams of timestamped records.
      C++
      •
      Apache License 2.0
      •55•323•0•1•Updated Nov 22, 2024Nov 22, 2024

    • habitat-lab

      Public
      A modular high-level library to train embodied AI agents across a variety of tasks and environments.
      pythonsimulatorresearchreinforcement-learningaicomputer-visiondeep-learningroboticsdeep-reinforcement-learningsim2real
      Python
      •
      MIT License
      •494•2k•208•116•Updated Nov 22, 2024Nov 22, 2024

    • Pearl

      Public
      A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
      Jupyter Notebook
      •
      MIT License
      •166•2.7k•15•1•Updated Nov 22, 2024Nov 22, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •427•2.7k•158•52•Updated Nov 22, 2024Nov 22, 2024

    • Kats

      Public
      Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
      Python
      •
      MIT License
      •537•4.9k•53•8•Updated Nov 22, 2024Nov 22, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •84•701•58•16•Updated Nov 22, 2024Nov 22, 2024

    • hot3d

      Public
      HOT3D: An egocentric dataset for 3D hand and object tracking
      Python
      •
      Apache License 2.0
      •12•81•1•0•Updated Nov 21, 2024Nov 21, 2024

    • ResponsibleNLP

      Public
      Repository for research in the field of Responsible NLP at Meta.
      Python
      •
      Other
      •28•188•5•1•Updated Nov 21, 2024Nov 21, 2024

    • pytorch3d

      Public
      PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
      Python
      •
      Other
      •1.3k•8.8k•248•27•Updated Nov 21, 2024Nov 21, 2024

    • detectron2

      Public
      Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
      Python
      •
      Apache License 2.0
      •7.5k•31k•439•98•Updated Nov 21, 2024Nov 21, 2024

    • ReAgent

      Public
      A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •521•3.6k•34•52•Updated Nov 21, 2024Nov 21, 2024

    • DCPerf

      Public
      DCPerf benchmark suite for hyperscale cloud applications
      Python
      •
      MIT License
      •12•139•11•0•Updated Nov 21, 2024Nov 21, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•79•30•41•Updated Nov 21, 2024Nov 21, 2024

    • HolisticTraceAnalysis

      Public
      A library to analyze PyTorch traces.
      Python
      •
      MIT License
      •43•308•19•7•Updated Nov 21, 2024Nov 21, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•68•6•3•Updated Nov 21, 2024Nov 21, 2024

    • param

      Public
      PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
      Python
      •
      MIT License
      •63•124•9•10•Updated Nov 21, 2024Nov 21, 2024

    • LayerSkip

      Public
      Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
      optimizationtransformersearly-exitllmspeculative-decodinglayer-drop
      Python
      •
      Other
      •16•232•3•0•Updated Nov 21, 2024Nov 21, 2024

    • balance

      Public
      The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
      Python
      •
      GNU General Public License v2.0
      •42•689•21•0•Updated Nov 21, 2024Nov 21, 2024

    • AugLy

      Public
      A data augmentations library for audio, image, text, and video.
      Python
      •
      Other
      •301•5k•20•5•Updated Nov 21, 2024Nov 21, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •31•452•2•2•Updated Nov 21, 2024Nov 21, 2024

    • vocoder-benchmark

      Public
      A repository for benchmarking neural vocoders by their quality and speed.
      Python
      •
      Other
      •27•203•4•1•Updated Nov 20, 2024Nov 20, 2024

    • fvcore

      Public
      Collection of common code that's shared among different research projects in FAIR computer vision team.
      Python
      •
      Apache License 2.0
      •229•2k•36•14•Updated Nov 20, 2024Nov 20, 2024

    • fbpcs

      Public
      FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
      Python
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      MIT License
      •157•147•0•99•Updated Nov 20, 2024Nov 20, 2024

    • aepsych

      Public
      AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.
      HTML
      •
      Other
      •43•56•17•18•Updated Nov 20, 2024Nov 20, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •77•305•42•32•Updated Nov 20, 2024Nov 20, 2024