Facebook Research

Repositories

• vissl

  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  Jupyter Notebook MIT 163 1,797 30 10 Updated Jul 19, 2021

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,566 7,713 94 (4 issues need help) 4 Updated Jul 19, 2021

• droidlet

  A modular embodied agent architecture and platform for building embodied agents
  Jupyter Notebook MIT 10 134 98 (1 issue needs help) 20 Updated Jul 19, 2021

• NeuralCompression

  A collection of tools for neural compression enthusiasts.

  python machine-learning compression deep-learning pytorch jax neural-compression
  Python MIT 0 7 0 0 Updated Jul 19, 2021

• nle

  The NetHack Learning Environment
  C 62 474 18 9 Updated Jul 19, 2021

• loop_tool

  A thin, highly portable C++ intermediate representation for dense loop-based computation.
  C++ MIT 3 8 1 1 Updated Jul 19, 2021

• esm

  Evolutionary Scale Modeling (esm): Pretrained language models for proteins
  Python MIT 95 435 2 0 Updated Jul 19, 2021

• fairscale

  PyTorch extensions for high performance and large scale training.
  Python 98 1,268 47 (4 issues need help) 5 Updated Jul 19, 2021

• Project_FARSI

  We will be open sourcing a tool called FARSI (Facebook AR system investigator), a design space exploration framework. FARSI enables an agile and automated search of optimal hardware allocation and software-to-hardware mapping solutions.
  Python MIT 0 6 0 0 Updated Jul 19, 2021

• aepsych

  AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.
  Jupyter Notebook 2 6 1 1 Updated Jul 19, 2021

• drqv2

  DrQ-v2: Improved Data-Augmented Reinforcement Learning
  Python MIT 0 8 0 0 Updated Jul 19, 2021

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 429 2,961 20 23 Updated Jul 19, 2021

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 289 3,059 58 37 Updated Jul 19, 2021

• habitat-sim

  A flexible, high-performance 3D simulator for Embodied AI research.

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 239 1,222 84 (4 issues need help) 38 Updated Jul 19, 2021

• mbrl-lib

  Library for Model Based RL

  reinforcement-learning model-based-reinforcement-learning
  Python MIT 33 416 10 (2 issues need help) 3 Updated Jul 19, 2021

• mmf

  A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

  deep-learning dialog pytorch vqa pretrained-models captioning multimodal
  Python 717 4,501 129 (13 issues need help) 35 Updated Jul 19, 2021

• AlphaNet

  AlphaNet Improved Training of Supernet with Alpha-Divergence
  Python 3 33 1 0 Updated Jul 20, 2021

• torch_ucc

  Pytorch process group third-party plugin for UCC
  C++ MIT 6 6 2 10 Updated Jul 19, 2021

• CompilerGym

  A reinforcement learning toolkit for compiler optimizations
  Python MIT 34 328 24 (5 issues need help) 2 Updated Jul 19, 2021

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
  Python Apache-2.0 4,514 17,288 95 22 Updated Jul 19, 2021

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 629 4,999 53 0 Updated Jul 19, 2021

• AugLy

  A data augmentations library for audio, image, text, and video.
  Python MIT 161 3,609 8 3 Updated Jul 19, 2021

• fvcore

  Collection of common code that's shared among different research projects in FAIR computer vision team.
  Python Apache-2.0 122 789 5 6 Updated Jul 19, 2021

• habitat-lab

  A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

  python simulator research reinforcement-learning ai computer-vision deep-learning
  Python MIT 224 666 119 (7 issues need help) 16 Updated Jul 19, 2021

• SpanBERT

  Code for using and evaluating SpanBERT.
  Python 120 583 12 6 Updated Jul 18, 2021

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 59 190 7 (1 issue needs help) 0 Updated Jul 18, 2021

• sound-spaces

  A first-of-its-kind acoustic simulation platform for audio-visual embodied AI research. It supports training and evaluating multiple tasks and applications.
  Python CC-BY-4.0 25 125 8 0 Updated Jul 18, 2021

• functorch

  functorch is a prototype of JAX-like composable function transforms for PyTorch.

  pytorch gradients hessians
  C++ BSD-3-Clause 6 255 47 0 Updated Jul 18, 2021

• unbiased-teacher

  PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection
  Python MIT 24 181 7 0 Updated Jul 18, 2021

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 373 4,558 60 (6 issues need help) 5 Updated Jul 17, 2021