Facebook Research

Repositories

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,252 6,273 76 (4 issues need help) 17 Updated Jun 17, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 135 845 75 (1 issue needs help) 22 Updated Jun 17, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 20 137 1 2 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 61 453 2 1 Updated Jun 17, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,418 10,910 58 14 Updated Jun 17, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 160 2,425 38 (3 issues need help) 6 Updated Jun 17, 2020

• you2me

  Inferring Body Pose in Egocentric Video via First and Second Person Interactions
  Python 0 9 0 0 Updated Jun 17, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 235 2,574 34 10 Updated Jun 17, 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 460 3,560 36 (8 issues need help) 6 Updated Jun 17, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 70 1,192 3 3 Updated Jun 17, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 330 2,542 23 9 Updated Jun 17, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 116 817 12 18 Updated Jun 17, 2020

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 33 127 4 (1 issue needs help) 2 Updated Jun 17, 2020

• pifuhd

  High-Resolution 3D Human Digitization from A Single Image.
  Python 80 1,206 7 1 Updated Jun 17, 2020

• habitat-challenge

  Code for the habitat challenge
  Python MIT 28 104 2 0 Updated Jun 17, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 0 5 14 2 Updated Jun 17, 2020

• dagger

  Experiment orchestration
  Jupyter Notebook MIT 6 89 0 0 Updated Jun 16, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 321 3,193 36 8 Updated Jun 16, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 228 1,674 6 9 Updated Jun 17, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 724 5,891 46 (1 issue needs help) 65 Updated Jun 16, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 75 550 4 19 Updated Jun 16, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 460 2,183 4 0 Updated Jun 16, 2020

• PyTorch-BigGraph

  Generate embeddings from large-scale graph-structured data.
  Python 301 2,267 14 3 Updated Jun 16, 2020

• PoincareMaps

  The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRNAseq data. However, existing techniques are based on Euclidean geometry which is not an optimal choice for modeling complex cell trajectories with multiple branches. To overcome this fundamental representation …
  HTML 20 87 1 0 Updated Jun 16, 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 127 436 67 (1 issue needs help) 8 Updated Jun 16, 2020

• vilbert-multi-task

  Multi Task Vision and Language
  Jupyter Notebook MIT 31 210 18 1 Updated Jun 15, 2020

• detr

  End-to-End Object Detection with Transformers
  Python Apache-2.0 408 3,708 11 (1 issue needs help) 1 Updated Jun 15, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 138 1,100 12 9 Updated Jun 15, 2020

• SentEval

  A python tool for evaluating the quality of sentence embeddings.
  Python 217 1,361 12 11 Updated Jun 15, 2020

• SlowFast

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
  Python Apache-2.0 432 2,555 73 (1 issue needs help) 3 Updated Jun 14, 2020