Facebook Research

Repositories

• mmf

  A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

  deep-learning dialog pytorch vqa pretrained-models captioning multimodal
  Python 426 3,270 35 (8 issues need help) 2 Updated May 30, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 151 2,319 30 (3 issues need help) 3 Updated May 29, 2020

• SlowFast

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
  Python Apache-2.0 411 2,455 70 (1 issue needs help) 2 Updated May 29, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 111 794 11 16 Updated May 29, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 331 2,522 22 6 Updated May 29, 2020

• ActivityNet-Entities

  A Dataset for Grounded Video Description
  Python 18 103 1 0 Updated May 29, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 132 834 73 (1 issue needs help) 20 Updated May 29, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,223 6,186 100 (4 issues need help) 18 Updated May 29, 2020

• libri-light

  dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
  Python MIT 22 102 2 1 Updated May 29, 2020

• fvcore

  Collection of common code that's shared among different research projects in FAIR computer vision team.
  Python Apache-2.0 57 439 1 0 Updated May 29, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,281 10,378 45 11 Updated May 29, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 69 1,182 3 2 Updated May 29, 2020

• digit-design

  Design files for the DIGIT tactile sensor
  0 4 0 0 Updated May 29, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 719 5,867 46 (1 issue needs help) 61 Updated May 29, 2020

• code-prediction-transformer

  This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"
  Python 6 19 0 0 Updated May 29, 2020

• fastMRI

  A large-scale dataset of both raw MRI measurements and clinical MRI images
  Python MIT 125 404 1 1 Updated May 29, 2020

• detr

  End-to-End Object Detection with Transformers
  Python Apache-2.0 185 2,252 3 0 Updated May 28, 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 123 431 65 (1 issue needs help) 9 Updated May 28, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 233 2,548 31 14 Updated May 28, 2020

• PyTorch-BigGraph

  Generate embeddings from large-scale graph-structured data.
  Python 298 2,244 14 3 Updated May 28, 2020

• whitebox_blackbox

  Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"
  Python 0 0 0 0 Updated May 28, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 452 2,153 2 0 Updated May 28, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 18 124 1 0 Updated May 28, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 136 1,087 13 9 Updated May 28, 2020

• fastText

  Library for fast text representation and classification.
  HTML MIT 4,054 21,178 299 67 Updated May 28, 2020

• SparseConvNet

  Submanifold sparse convolutional networks
  C++ 198 1,103 20 9 Updated May 28, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 71 533 3 13 Updated May 27, 2020

• svinfer

  The FORT team has released differentially private Condor data to external researchers in H1 2020. It is known that analyzing DP data via classic statistical models will lead to biased conclusions. We are releasing at-scale statistical models which provide valid inference from DP data.
  Python Apache-2.0 0 1 0 0 Updated May 27, 2020

• pycls

  Codebase for Image Classification Research, written in PyTorch.
  Python MIT 95 1,115 9 0 Updated May 27, 2020

• nle

  The NetHack Learning Environment
  C 8 142 4 (1 issue needs help) 2 Updated May 26, 2020