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 489 3,666 31 (8 issues need help) 9 Updated Jul 9, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 334 2,559 25 11 Updated Jul 10, 2020

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 173 2,530 48 (4 issues need help) 7 Updated Jul 10, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Python MIT 131 838 14 21 Updated Jul 10, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,283 6,391 79 (4 issues need help) 18 Updated Jul 9, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 346 3,371 42 10 Updated Jul 10, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 143 872 76 (2 issues need help) 24 Updated Jul 9, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 732 5,916 46 (1 issue needs help) 67 Updated Jul 9, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 76 560 1 7 Updated Jul 9, 2020

• SparseConvNet

  Submanifold sparse convolutional networks
  C++ 202 1,155 22 9 Updated Jul 10, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,592 11,477 60 10 Updated Jul 10, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 238 2,592 38 16 Updated Jul 10, 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) 6 Updated Jul 9, 2020

• detr

  End-to-End Object Detection with Transformers
  Python Apache-2.0 503 4,233 15 (1 issue needs help) 2 Updated Jul 9, 2020

• faiss

  A library for efficient similarity search and clustering of dense vectors.
  C++ MIT 1,824 10,246 47 (1 issue needs help) 7 Updated Jul 9, 2020

• simmc

  With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.
  Python 7 32 0 0 Updated Jul 9, 2020

• Mephisto

  A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
  Python MIT 0 15 14 2 Updated Jul 9, 2020

• cc_net

  Tools to download and cleanup Common Crawl data
  Python 27 206 4 1 Updated Jul 9, 2020

• VMZ

  VMZ: Model Zoo for Video Modeling
  Python Apache-2.0 138 783 17 2 Updated Jul 9, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 27 148 2 2 Updated Jul 8, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 475 2,235 2 2 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 15 221 2 0 Updated Jul 9, 2020

• torchbeast

  A PyTorch Platform for Distributed RL
  Python Apache-2.0 49 428 2 1 Updated Jul 8, 2020

• DeepSDF

  Learning Continuous Signed Distance Functions for Shape Representation
  Python MIT 73 448 23 6 Updated Jul 8, 2020

• hiplot

  HiPlot makes understanding high dimensional data easy
  TypeScript MIT 72 1,214 3 1 Updated Jul 8, 2020

• anli

  Adversarial Natural Language Inference Benchmark
  Python 2 73 0 0 Updated Jul 8, 2020

• phyre

  PHYRE is a benchmark for physical reasoning.
  Python Apache-2.0 34 331 4 1 Updated Jul 7, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 141 1,114 11 8 Updated Jul 7, 2020

• asset

  A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
  Roff 3 10 0 0 Updated Jul 7, 2020

• demucs

  Code for the paper Music Source Separation in the Waveform Domain
  Python MIT 239 1,638 44 2 Updated Jul 7, 2020