Facebook Research

Repositories

• DeepSDF

  Learning Continuous Signed Distance Functions for Shape Representation
  Python MIT 73 446 23 6 Updated Jul 8, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 72 1,212 3 1 Updated Jul 8, 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 488 3,653 31 (8 issues need help) 10 Updated Jul 8, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 172 2,524 49 (4 issues need help) 9 Updated Jul 8, 2020

• TaBERT

  This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in repl…
  Python 16 157 2 0 Updated Jul 8, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,582 11,437 58 13 Updated Jul 8, 2020

• anli

  Adversarial Natural Language Inference Benchmark
  Python 2 68 0 0 Updated Jul 8, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 0 13 14 2 Updated Jul 7, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Python MIT 129 836 14 19 Updated Jul 8, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 343 3,356 44 10 Updated Jul 7, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,282 6,382 79 (4 issues need help) 15 Updated Jul 7, 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 130 441 69 (1 issue needs help) 7 Updated Jul 8, 2020

• phyre

  PHYRE is a benchmark for physical reasoning.
  Python Apache-2.0 32 328 4 1 Updated Jul 8, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 731 5,913 46 (1 issue needs help) 66 Updated Jul 8, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 334 2,557 25 10 Updated Jul 8, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 141 1,113 11 8 Updated Jul 7, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 141 870 78 (2 issues need help) 24 Updated Jul 7, 2020

• asset

  A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
  Roff 2 9 0 0 Updated Jul 7, 2020

• demucs

  Code for the paper Music Source Separation in the Waveform Domain
  Python MIT 237 1,634 44 2 Updated Jul 8, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 76 558 1 10 Updated Jul 7, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 236 2,589 38 18 Updated Jul 7, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 474 2,232 3 2 Updated Jul 7, 2020

• VMZ

  VMZ: Model Zoo for Video Modeling
  Python Apache-2.0 139 783 17 3 Updated Jul 7, 2020

• mlqe

  We release a dataset based on Wikipedia sentences and the corresponding translations in 6 different languages along with the scores (scale 1 to 100) generated though human evaluations that represent the quality of the translations.Paper Title Unsupervised Quality Estimation for Neural Machine Translation
  CC-BY-SA-4.0 4 18 0 0 Updated Jul 7, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 19 181 3 0 Updated Jul 6, 2020

• SlowFast

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
  Python Apache-2.0 460 2,654 80 (1 issue needs help) 3 Updated Jul 6, 2020

• nle

  The NetHack Learning Environment
  C 17 220 3 (1 issue needs help) 0 Updated Jul 6, 2020

• grid-feats-vqa

  Grid features pre-training code for visual question answering
  Python Apache-2.0 8 67 0 1 Updated Jul 6, 2020

• House3D

  a Realistic and Rich 3D Environment
  C++ Apache-2.0 151 1,000 9 1 Updated Jul 6, 2020

• pycls

  Codebase for Image Classification Research, written in PyTorch.
  Python MIT 109 1,213 15 2 Updated Jul 6, 2020