Facebook Research

Repositories

• CompilerGym

  A reinforcement learning toolkit for compiler optimizations
  Python MIT 5 24 5 (1 issue needs help) 2 Updated Dec 26, 2020

• deit

  Official DeiT repository
  Python 36 504 4 1 Updated Dec 26, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 266 2,764 53 21 Updated Dec 26, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 3,602 14,226 72 15 Updated Dec 26, 2020

• FixRes

  This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
  Python 125 793 2 0 Updated Dec 26, 2020

• faiss

  A library for efficient similarity search and clustering of dense vectors.
  C++ MIT 2,067 11,963 90 (3 issues need help) 8 Updated Dec 26, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 278 3,310 80 (5 issues need help) 7 Updated Dec 26, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 172 1,297 6 26 Updated Dec 25, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 380 2,726 16 16 Updated Dec 25, 2020

• active-mri-acquisition

  Active Acquisition for fastMRI
  Python MIT 2 16 0 1 Updated Dec 25, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,422 6,852 83 (4 issues need help) 12 Updated Dec 25, 2020

• fastMRI

  A large-scale dataset of both raw MRI measurements and clinical MRI images
  Python MIT 182 538 0 0 Updated Dec 24, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 458 4,146 41 (1 issue needs help) 4 Updated Dec 24, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 191 1,024 86 (3 issues need help) 30 Updated Dec 24, 2020

• LearningToLearn

  Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.
  Python MIT 1 2 0 1 Updated Dec 24, 2020

• wav2letter

  Facebook AI Research's Automatic Speech Recognition Toolkit

  deep-learning cpp end-to-end speech-recognition wav2letter
  C++ 942 5,574 98 0 Updated Dec 24, 2020

• gtn

  Automatic differentiation with weighted finite-state transducers.
  C++ MIT 38 357 0 1 Updated Dec 24, 2020

• svinfer

  The FORT team has released differentially private Condor data to external researchers in H1 2020. It is known that analyzing DP data via classic statistical models will lead to biased conclusions. We are releasing at-scale statistical models which provide valid inference from DP data.
  Python Apache-2.0 0 5 0 0 Updated Dec 24, 2020

• fairscale

  PyTorch extensions for high performance and large scale training.
  Python 41 588 23 7 Updated Dec 24, 2020

• tacto

  Simulator of vision-based tactile sensors.
  Python MIT 6 54 1 (1 issue needs help) 1 Updated Dec 23, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 8 58 26 (1 issue needs help) 10 Updated Dec 23, 2020

• CTrLBenchmark

  Benchmark for Lifelong learning research
  Python MIT 5 23 0 0 Updated Dec 23, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Python MIT 186 1,010 14 35 Updated Dec 23, 2020

• 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 177 546 83 (7 issues need help) 13 Updated Dec 23, 2020

• NSVF

  Open source code for the paper of Neural Sparse Voxel Fields.
  Python MIT 19 224 15 0 Updated Dec 23, 2020

• 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 13 67 0 0 Updated Dec 23, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 86 1,625 3 1 Updated Dec 23, 2020

• InvarianceUnitTests

  Toy datasets to evaluate algorithms for domain generalization and invariance learning.
  Python MIT 0 10 0 0 Updated Dec 23, 2020

• gtn_applications

  Applications using the GTN library and code to reproduce experiments in "Differentiable Weighted Finite-State Transducers"
  Python MIT 1 15 1 1 Updated Dec 23, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 91 676 6 13 Updated Dec 23, 2020