Facebook Research

Repositories

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 538 2,422 5 4 Updated Nov 10, 2020

• pplbench

  Evaluation Framework for Probabilistic Programming Languages

  benchmark ppl bayesian-logistic-regression probabilistic-programming-languages
  Python MIT 5 50 0 2 Updated Nov 11, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 768 6,052 52 74 Updated Nov 11, 2020

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 42 152 3 (1 issue needs help) 1 Updated Nov 11, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 436 3,920 41 (1 issue needs help) 9 Updated Nov 10, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 256 3,039 66 (4 issues need help) 8 Updated Nov 10, 2020

• LASER

  Language-Agnostic SEntence Representations
  Python 318 2,615 36 14 Updated Nov 10, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,388 6,739 88 (4 issues need help) 11 Updated Nov 11, 2020

• DoodlerGAN

  AI models that can doodle/sketch
  Python MIT 2 12 0 0 Updated Nov 11, 2020

• mmf

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

  deep-learning dialog pytorch vqa pretrained-models captioning multimodal
  Python 584 3,929 74 (13 issues need help) 15 Updated Nov 11, 2020

• fairscale

  PyTorch extensions for high performance and large scale training.
  Python 25 462 11 4 Updated Nov 11, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 3,296 13,460 68 18 Updated Nov 10, 2020

• m-amr2text

  Generate from English-Centric AMR into Multiple Languages.
  MIT 0 1 0 0 Updated Nov 10, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 265 1,782 3 11 Updated Nov 11, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 177 982 76 (3 issues need help) 28 Updated Nov 10, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 159 1,238 21 14 Updated Nov 10, 2020

• rebel

  An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.
  C++ Apache-2.0 14 52 1 0 Updated Nov 10, 2020

• fvcore

  Collection of common code that's shared among different research projects in FAIR computer vision team.
  Python Apache-2.0 83 565 4 2 Updated Nov 10, 2020

• iopath

  A python library that provides common I/O interface across different storage backends.
  Python MIT 1 2 0 0 Updated Nov 10, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 373 2,683 14 7 Updated Nov 10, 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 170 519 80 (5 issues need help) 12 Updated Nov 10, 2020

• nle

  The NetHack Learning Environment
  C 30 325 13 (1 issue needs help) 3 Updated Nov 10, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 261 2,714 51 34 Updated Nov 10, 2020

• DomainBed

  DomainBed is a suite to test domain generalization algorithms
  Python MIT 32 122 0 0 Updated Nov 10, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 8 47 27 (1 issue needs help) 5 Updated Nov 10, 2020

• votenet

  Deep Hough Voting for 3D Object Detection in Point Clouds

  deep-learning robotics voting point-cloud object-detection 3d
  Python MIT 239 1,068 44 1 Updated Nov 10, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Python MIT 168 939 14 30 Updated Nov 10, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 91 640 6 9 Updated Nov 10, 2020

• fastMRI

  A large-scale dataset of both raw MRI measurements and clinical MRI images
  Python MIT 170 512 1 2 Updated Nov 10, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 51 324 7 1 Updated Nov 9, 2020