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    1.1k repositories

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •83•695•55•15•Updated Nov 6, 2024Nov 6, 2024

    • BenchMARL

      Public
      A collection of MARL benchmarks based on TorchRL
      benchmarkmachine-learningreinforcement-learningroboticstorchpytorchmulti-agentrlmulti-agent-reinforcement-learningmarl
      Python
      •
      MIT License
      •38•271•4•4•Updated Nov 6, 2024Nov 6, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•76•30•40•Updated Nov 6, 2024Nov 6, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.6k•31k•220•33•Updated Nov 6, 2024Nov 6, 2024

    • ocean

      Public
      Ocean is the in-house framework for Computer Vision (CV) and Augmented Reality (AR) applications at Meta. It is platform independent and is mainly implemented in C/C++.
      C++
      •
      MIT License
      •58•634•5•0•Updated Nov 6, 2024Nov 6, 2024

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •64•483•10•4•Updated Nov 6, 2024Nov 6, 2024

    • HolisticTraceAnalysis

      Public
      A library to analyze PyTorch traces.
      Python
      •
      MIT License
      •41•295•19•7•Updated Nov 6, 2024Nov 6, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •76•303•42•33•Updated Nov 5, 2024Nov 5, 2024

    • Pearl

      Public
      A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
      Jupyter Notebook
      •
      MIT License
      •162•2.7k•15•1•Updated Nov 5, 2024Nov 5, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •27•283•2•2•Updated Nov 5, 2024Nov 5, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      C++
      •
      BSD 2-Clause "Simplified" License
      •2•39•5•3•Updated Nov 5, 2024Nov 5, 2024

    • CRAG

      Public
      Comprehensive benchmark for RAG
      Jupyter Notebook
      •
      Other
      •2•28•0•0•Updated Nov 5, 2024Nov 5, 2024

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •611•8.6k•283•14•Updated Nov 5, 2024Nov 5, 2024

    • emg2qwerty

      Public
      A surface electromyographic (sEMG) touch typing dataset with baselines. https://arxiv.org/abs/2410.20081.
      Python
      •
      Other
      •0•6•0•0•Updated Nov 5, 2024Nov 5, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •423•2.6k•155•50•Updated Nov 5, 2024Nov 5, 2024

    • lingua

      Public
      Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •206•4.1k•7•5•Updated Nov 5, 2024Nov 5, 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•57•24•28•Updated Nov 4, 2024Nov 4, 2024

    • schedule_free

      Public
      Schedule-Free Optimization in PyTorch
      Python
      •
      Apache License 2.0
      •65•1.8k•3•2•Updated Nov 4, 2024Nov 4, 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
      •492•2k•206•116•Updated Nov 4, 2024Nov 4, 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
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      Apache License 2.0
      •132•733•4•11•Updated Nov 4, 2024Nov 4, 2024

    • pytorch3d

      Public
      PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
      Python
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      Other
      •1.3k•8.8k•247•28•Updated Nov 4, 2024Nov 4, 2024

    • multimodal

      Public
      TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •140•1.5k•10•21•Updated Nov 4, 2024Nov 4, 2024

    • recipes

      Public
      Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reprodu…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •36•293•2•4•Updated Nov 4, 2024Nov 4, 2024

    • egolifter

      Public
      This is the official repository for "EgoLifter Open-world 3D Segmentation for Egocentric Perception, ECCV 2024"
      Python
      •
      Apache License 2.0
      •6•88•2•0•Updated Nov 3, 2024Nov 3, 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
      •41•686•20•0•Updated Nov 3, 2024Nov 3, 2024

    • d2go

      Public
      D2Go is a toolkit for efficient deep learning
      Python
      •
      Apache License 2.0
      •202•842•44•23•Updated Nov 2, 2024Nov 2, 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
      •61•122•9•10•Updated Nov 1, 2024Nov 1, 2024

    • FaceMap

      Public
      Official data release for FaceMap, to present in Siggraph Asia 2024
      MATLAB
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      Other
      •1•4•0•0•Updated Nov 1, 2024Nov 1, 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 1, 2024Nov 1, 2024

    • foundpose

      Public
      Implementation of "FoundPose Unseen Object Pose Estimation with Foundation Features", ECCV 2024
      Python
      •2•24•3•0•Updated Nov 1, 2024Nov 1, 2024