Facebook Research

Repositories

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 232 2,527 31 17 Updated May 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 119 423 63 (1 issue needs help) 8 Updated May 19, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 290 2,983 25 5 Updated May 19, 2020

• craftassist

  A virtual assistant bot in Minecraft
  TeX MIT 63 480 2 1 Updated May 19, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,193 10,073 48 10 Updated May 19, 2020

• fvcore

  Collection of common code that's shared among different research projects in FAIR computer vision team.
  Python Apache-2.0 55 432 1 0 Updated May 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 418 3,224 34 (9 issues need help) 1 Updated May 19, 2020

• Listen-to-Look

  Listen to Look: Action Recognition by Previewing Audio (CVPR 2020)
  Python CC-BY-4.0 0 1 0 0 Updated May 19, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 108 780 11 18 Updated May 19, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 329 2,510 22 9 Updated May 19, 2020

• pycls

  Codebase for Image Classification Research, written in PyTorch.
  Python MIT 91 1,090 6 0 Updated May 19, 2020

• faiss

  A library for efficient similarity search and clustering of dense vectors.
  C++ MIT 1,748 9,690 62 (5 issues need help) 6 Updated May 19, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 17 119 1 1 Updated May 19, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,202 6,114 99 (4 issues need help) 18 Updated May 19, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 148 2,288 34 (3 issues need help) 4 Updated May 19, 2020

• TextVQA

  Website for TextVQA dataset.
  JavaScript 3 22 0 3 Updated May 18, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 215 1,627 3 9 Updated May 18, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 3 29 0 0 Updated May 18, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 441 2,117 2 1 Updated May 18, 2020

• BLINK

  Entity Linker solution
  Python MIT 38 264 2 0 Updated May 19, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 68 1,170 4 2 Updated May 18, 2020

• StarSpace

  Learning embeddings for classification, retrieval and ranking.
  C++ MIT 459 3,308 37 (5 issues need help) 4 Updated May 18, 2020

• grid-feats-vqa

  Grid features pre-training code for visual question answering
  Python Apache-2.0 3 23 0 1 Updated May 18, 2020

• online_dialog_eval

  Code for the paper "Learning an Unreferenced Metric for Online Dialogue Evaluation", ACL 2020
  Jupyter Notebook 0 3 0 0 Updated May 17, 2020

• phyre

  PHYRE is a benchmark for physical reasoning.
  Python Apache-2.0 28 315 3 1 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 130 825 73 (1 issue needs help) 20 Updated May 16, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 722 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 39 307 1 0 Updated May 16, 2020

• qhoptim

  Implementations of quasi-hyperbolic optimization algorithms.
  Python MIT 9 82 1 0 Updated May 15, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 70 526 2 6 Updated May 15, 2020