Facebook Research

Repositories

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 121 818 12 20 Updated Jun 19, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 724 5,893 46 (1 issue needs help) 65 Updated Jun 19, 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 467 3,578 36 (8 issues need help) 11 Updated Jun 20, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 164 2,436 38 (3 issues need help) 6 Updated Jun 20, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 72 1,195 3 2 Updated Jun 19, 2020

• PyTorch-BigGraph

  Generate embeddings from large-scale graph-structured data.
  Python 301 2,270 15 4 Updated Jun 19, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,256 6,286 75 (4 issues need help) 17 Updated Jun 19, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 0 6 14 2 Updated Jun 19, 2020

• nle

  The NetHack Learning Environment
  C 12 152 4 (1 issue needs help) 1 Updated Jun 19, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 234 2,578 34 12 Updated Jun 20, 2020

• ELI5

  Scripts and links to recreate the ELI5 dataset.
  Python 22 174 4 0 Updated Jun 19, 2020

• pifuhd

  High-Resolution 3D Human Digitization from A Single Image.
  Python 122 1,662 2 0 Updated Jun 19, 2020

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 34 127 4 (1 issue needs help) 2 Updated Jun 19, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,441 11,021 57 14 Updated Jun 19, 2020

• GraphLog

  API for accessing the GraphLog dataset
  Jupyter Notebook 6 70 0 0 Updated Jun 19, 2020

• ppo-dice

  We propose a new way to make policy optimization more stable.
  Python MIT 0 3 0 0 Updated Jun 19, 2020

• SymbolicMathematics

  Deep Learning for Symbolic Mathematics
  Python 31 215 4 1 Updated Jun 18, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 330 2,547 23 8 Updated Jun 19, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 75 553 3 20 Updated Jun 19, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 136 850 76 (1 issue needs help) 21 Updated Jun 19, 2020

• habitat-api

  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 128 436 68 (1 issue needs help) 9 Updated Jun 18, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 228 1,675 6 7 Updated Jun 18, 2020

• poincare-embeddings

  PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
  Python 176 1,319 16 2 Updated Jun 19, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 12 154 0 1 Updated Jun 18, 2020

• VMZ

  VMZ: Model Zoo for Video Modeling
  Python Apache-2.0 138 774 17 2 Updated Jun 18, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 323 3,219 36 8 Updated Jun 18, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 20 137 1 1 Updated Jun 17, 2020

• fvcore

  Collection of common code that's shared among different research projects in FAIR computer vision team.
  Python Apache-2.0 63 454 2 1 Updated Jun 18, 2020

• you2me

  Inferring Body Pose in Egocentric Video via First and Second Person Interactions
  Python 0 10 0 0 Updated Jun 17, 2020

• habitat-challenge

  Code for the habitat challenge
  Python MIT 28 105 2 0 Updated Jun 17, 2020