Facebook Research

Repositories

• hydra

  Hydra is a framework for elegantly configuring complex applications
  Python MIT 157 2,410 40 (3 issues need help) 5 Updated Jun 14, 2020

• detr

  End-to-End Object Detection with Transformers
  Python Apache-2.0 397 3,609 11 (1 issue needs help) 1 Updated Jun 14, 2020

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 33 127 4 (1 issue needs help) 0 Updated Jun 14, 2020

• pifuhd

  High-Resolution 3D Human Digitization from A Single Image.
  Python 3 100 0 0 Updated Jun 14, 2020

• SlowFast

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
  Python Apache-2.0 427 2,510 74 (1 issue needs help) 3 Updated Jun 14, 2020

• pyrobot

  PyRobot: An Open Source Robotics Research Platform
  Python MIT 227 1,672 6 9 Updated Jun 14, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 311 3,094 33 8 Updated Jun 14, 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 456 3,510 36 (8 issues need help) 10 Updated Jun 14, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 134 842 74 (1 issue needs help) 20 Updated Jun 13, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,245 6,246 73 (4 issues need help) 15 Updated Jun 13, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 2,397 10,823 53 12 Updated Jun 13, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Jupyter Notebook MIT 115 811 12 20 Updated Jun 13, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 331 2,538 23 6 Updated Jun 13, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 138 1,097 12 10 Updated Jun 13, 2020

• pytorch-dp

  Training PyTorch models with differential privacy
  Python Apache-2.0 20 134 2 1 Updated Jun 13, 2020

• dlrm

  An implementation of a deep learning recommendation model (DLRM)
  Python MIT 459 2,179 4 0 Updated Jun 13, 2020

• impact-driven-exploration

  impact-driven-exploration
  Python 10 42 1 1 Updated Jun 12, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 720 5,887 46 (1 issue needs help) 64 Updated Jun 12, 2020

• wav2letter

  Facebook AI Research's Automatic Speech Recognition Toolkit

  deep-learning cpp end-to-end speech-recognition wav2letter
  C++ 846 5,167 79 3 Updated Jun 12, 2020

• icp-block-mdp

  Invariant Causal Prediction for Block MDPs
  Python 1 14 0 0 Updated Jun 11, 2020

• CrypTen

  A framework for Privacy Preserving Machine Learning
  Python MIT 75 549 3 18 Updated Jun 11, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 235 2,574 34 11 Updated Jun 11, 2020

• phyre

  PHYRE is a benchmark for physical reasoning.
  Python Apache-2.0 31 325 3 0 Updated Jun 11, 2020

• nle

  The NetHack Learning Environment
  C 11 152 4 (1 issue needs help) 1 Updated Jun 11, 2020

• grid-feats-vqa

  Grid features pre-training code for visual question answering
  Python Apache-2.0 6 42 0 1 Updated Jun 11, 2020

• certified-removal

  Certified Removal from Machine Learning Models
  Python 0 7 0 0 Updated Jun 11, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 10 142 1 0 Updated Jun 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 127 435 67 (1 issue needs help) 9 Updated Jun 10, 2020

• PyTorch-BigGraph

  Generate embeddings from large-scale graph-structured data.
  Python 301 2,266 14 3 Updated Jun 10, 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 1 56 0 0 Updated Jun 9, 2020