Facebook Research

Repositories

• 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 119 423 62 (1 issue needs help) 8 Updated May 16, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 147 2,276 35 (3 issues need help) 4 Updated May 16, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,163 9,945 45 9 Updated May 16, 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 411 3,217 32 (9 issues need help) 1 Updated May 16, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 232 2,525 30 16 Updated May 16, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 329 2,506 22 8 Updated May 16, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,191 6,096 98 (4 issues need help) 18 Updated May 16, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 2 18 1 1 Updated May 16, 2020

• pycls

  Codebase for Image Classification Research, written in PyTorch.
  Python MIT 90 1,081 6 0 Updated May 16, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 130 826 73 (1 issue needs help) 20 Updated May 16, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 289 2,976 23 4 Updated May 15, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 16 116 1 1 Updated May 15, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 720 5,849 45 (1 issue needs help) 59 Updated May 15, 2020

• DeepFovea

  Neural Reconstruction for Foveated Rendering and Video Compression using Learned Statistics of Natural Videos
  PureBasic 38 297 1 0 Updated May 15, 2020

• BLINK

  Entity Linker solution
  Python MIT 38 256 2 0 Updated May 15, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 67 1,166 4 1 Updated May 15, 2020

• qhoptim

  Implementations of quasi-hyperbolic optimization algorithms.
  Python MIT 8 81 1 0 Updated May 15, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 70 523 2 6 Updated May 15, 2020

• craftassist

  A virtual assistant bot in Minecraft
  TeX MIT 63 478 2 1 Updated May 15, 2020

• ActivityNet-Entities

  A Dataset for Grounded Video Description
  Python 18 99 1 0 Updated May 14, 2020

• vilbert-multi-task

  Multi Task Vision and Language
  Jupyter Notebook MIT 23 160 19 2 Updated May 14, 2020

• voxelcnn

  VoxelCNN: Order-Aware Generative Modeling Using the 3D-Craft Dataset
  Python 2 32 0 0 Updated May 14, 2020

• open_lth

  A repository in preparation for open-sourcing lottery ticket hypothesis code.
  Python MIT 19 221 0 0 Updated May 14, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 107 776 11 16 Updated May 14, 2020

• pytorch_GAN_zoo

  A mix of GAN implementations including progressive growing
  Python BSD-3-Clause 143 1,029 18 2 Updated May 14, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 214 1,622 3 8 Updated May 13, 2020

• TextVQA

  Website for TextVQA dataset.
  JavaScript 2 22 0 3 Updated May 13, 2020

• demucs

  Code for the paper Music Source Separation in the Waveform Domain
  Python MIT 215 1,520 39 1 Updated May 13, 2020

• nle

  The NetHack Learning Environment
  C 7 119 3 (1 issue needs help) 2 Updated May 13, 2020

• habitat-challenge

  Code for the habitat challenge
  Python MIT 26 98 3 0 Updated May 13, 2020