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    1.1k repositories

    • nevergrad

      Public
      A Python toolbox for performing gradient-free optimization
      Python
      •
      MIT License
      •355•4k•80•43•Updated Nov 28, 2024Nov 28, 2024

    • DRTK

      Public
      Differentiable Rendering Toolkit
      Cuda
      •
      MIT License
      •7•75•1•1•Updated Nov 28, 2024Nov 28, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•83•30•41•Updated Nov 28, 2024Nov 28, 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•207•116•Updated Nov 27, 2024Nov 27, 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 27, 2024Nov 27, 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•125•9•10•Updated Nov 27, 2024Nov 27, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •84•705•58•16•Updated Nov 27, 2024Nov 27, 2024

    • ResponsibleNLP

      Public
      Repository for research in the field of Responsible NLP at Meta.
      Python
      •
      Other
      •28•191•5•1•Updated Nov 27, 2024Nov 27, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •427•2.7k•159•52•Updated Nov 27, 2024Nov 27, 2024

    • ssvp_slt

      Public
      Self-supervised video pretraining for sign language translation.
      Python
      •
      Other
      •4•10•1•3•Updated Nov 27, 2024Nov 27, 2024

    • BenchMARL

      Public
      A collection of MARL benchmarks based on TorchRL
      benchmarkmachine-learningreinforcement-learningroboticstorchpytorchmulti-agentrlmulti-agent-reinforcement-learningmarl
      Python
      •
      MIT License
      •42•289•7•3•Updated Nov 27, 2024Nov 27, 2024

    • lingua

      Public
      Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •220•4.3k•5•5•Updated Nov 27, 2024Nov 27, 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
      •145•774•3•13•Updated Nov 27, 2024Nov 27, 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•642•4•0•Updated Nov 27, 2024Nov 27, 2024

    • MobileLLM

      Public
      MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.
      Python
      •
      Other
      •65•1.2k•8•1•Updated Nov 27, 2024Nov 27, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.7k•32k•221•31•Updated Nov 26, 2024Nov 26, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •31•454•2•2•Updated Nov 26, 2024Nov 26, 2024

    • fairscale

      Public
      PyTorch extensions for high performance and large scale training.
      Python
      •
      Other
      •281•3.2k•74•29•Updated Nov 26, 2024Nov 26, 2024

    • DCPerf

      Public
      DCPerf benchmark suite for hyperscale cloud applications
      Python
      •
      MIT License
      •13•140•11•0•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•9•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•363•30•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

    • 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
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      Apache License 2.0
      •229•2k•38•14•Updated Nov 26, 2024Nov 26, 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•249•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