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    1.1k repositories

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.7k•32k•221•30•Updated Nov 26, 2024Nov 26, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •84•704•58•16•Updated Nov 26, 2024Nov 26, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •427•2.7k•159•51•Updated Nov 26, 2024Nov 26, 2024

    • mae_st

      Public
      Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"
      Python
      •
      Other
      •34•321•12•0•Updated Nov 26, 2024Nov 26, 2024

    • silk

      Public
      SiLK (Simple Learned Keypoint) is a self-supervised deep learning keypoint model.
      OpenEdge ABL
      •
      GNU General Public License v3.0
      •58•644•8•1•Updated Nov 26, 2024Nov 26, 2024

    • meshrcnn

      Public
      code for Mesh R-CNN, ICCV 2019
      Python
      •
      Other
      •175•1.1k•14•0•Updated Nov 26, 2024Nov 26, 2024

    • Generic-Grouping

      Public
      Open-source code for Generic Grouping Network (GGN, CVPR 2022)
      Python
      •
      Other
      •12•109•4•1•Updated Nov 26, 2024Nov 26, 2024

    • Ego4d

      Public
      Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset
      videocomputer-visionfeature-extractionvisuzalizationdataset
      Jupyter Notebook
      •
      MIT License
      •50•362•31•4•Updated Nov 26, 2024Nov 26, 2024

    • pytorchvideo

      Public
      A deep learning library for video understanding research.
      Python
      •
      Apache License 2.0
      •412•3.3k•80•25•Updated Nov 26, 2024Nov 26, 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•770•5•16•Updated Nov 26, 2024Nov 26, 2024

    • SlowFast

      Public
      PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
      Python
      •
      Apache License 2.0
      •1.2k•6.6k•402•17•Updated Nov 26, 2024Nov 26, 2024

    • mvit

      Public
      Code Release for MViTv2 on Image Recognition.
      Python
      •
      Apache License 2.0
      •47•401•11•2•Updated Nov 26, 2024Nov 26, 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•37•14•Updated Nov 26, 2024Nov 26, 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 26, 2024Nov 26, 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•687•21•1•Updated Nov 26, 2024Nov 26, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•81•30•42•Updated Nov 26, 2024Nov 26, 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 26, 2024Nov 26, 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
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      MIT License
      •494•2k•208•117•Updated Nov 26, 2024Nov 26, 2024

    • Pearl

      Public
      A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
      Jupyter Notebook
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      MIT License
      •165•2.7k•15•1•Updated Nov 26, 2024Nov 26, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
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      MIT License
      •77•305•42•32•Updated Nov 25, 2024Nov 25, 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•16•19•Updated Nov 25, 2024Nov 25, 2024

    • BenchMARL

      Public
      A collection of MARL benchmarks based on TorchRL
      benchmarkmachine-learningreinforcement-learningroboticstorchpytorchmulti-agentrlmulti-agent-reinforcement-learningmarl
      Python
      •
      MIT License
      •42•289•8•4•Updated Nov 25, 2024Nov 25, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •31•453•2•2•Updated Nov 25, 2024Nov 25, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•80•6•3•Updated Nov 25, 2024Nov 25, 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
      •142•1.5k•10•21•Updated Nov 25, 2024Nov 25, 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•295•2•4•Updated Nov 25, 2024Nov 25, 2024

    • SONAR

      Public
      SONAR, a new multilingual and multimodal fixed-size sentence embedding space, with a full suite of speech and text encoders and decoders.
      Python
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      Other
      •34•343•7•4•Updated Nov 25, 2024Nov 25, 2024

    • lingua

      Public
      Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •218•4.3k•3•4•Updated Nov 25, 2024Nov 25, 2024

    • hgap

      Public
      Code release for H-GAP Humanoid Control with a Generalist Planner
      Python
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      Other
      •4•21•0•0•Updated Nov 25, 2024Nov 25, 2024

    • taser-tgnn

      Public
      Adaptive neighbor sampling for temporal GNN
      Python
      •
      MIT License
      •0•11•0•0•Updated Nov 24, 2024Nov 24, 2024