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

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 161 2,432 38 (3 issues need help) 5 Updated Jun 18, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,430 10,956 55 15 Updated Jun 18, 2020

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 33 127 4 (1 issue needs help) 2 Updated Jun 18, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,255 6,281 74 (4 issues need help) 12 Updated Jun 18, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 724 5,892 46 (1 issue needs help) 66 Updated Jun 18, 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 3 Updated Jun 18, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 70 1,195 3 2 Updated Jun 18, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 228 1,674 6 7 Updated Jun 18, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 117 817 12 18 Updated Jun 18, 2020

• poincare-embeddings

  PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
  Python 176 1,320 16 2 Updated Jun 18, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 11 152 0 1 Updated Jun 18, 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 462 3,566 36 (8 issues need help) 9 Updated Jun 18, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 235 2,576 34 11 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 322 3,210 36 8 Updated Jun 18, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 135 850 75 (1 issue needs help) 22 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 61 453 2 1 Updated Jun 18, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 330 2,545 23 8 Updated Jun 17, 2020

• pifuhd

  High-Resolution 3D Human Digitization from A Single Image.
  Python 102 1,487 1 0 Updated Jun 17, 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

• dagger

  Experiment orchestration
  Jupyter Notebook MIT 6 90 0 0 Updated Jun 17, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 75 552 3 19 Updated Jun 17, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 461 2,187 5 0 Updated Jun 16, 2020

• PyTorch-BigGraph

  Generate embeddings from large-scale graph-structured data.
  Python 301 2,269 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

• 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-2.0 417 3,748 10 (1 issue needs help) 1 Updated Jun 15, 2020