Facebook Research

Repositories

• EGG

  EGG: Emergence of lanGuage in Games
  Jupyter Notebook MIT 42 152 3 (1 issue needs help) 1 Updated Nov 10, 2020

• fastMRI

  A large-scale dataset of both raw MRI measurements and clinical MRI images
  Python MIT 170 512 1 3 Updated Nov 10, 2020

• fairscale

  PyTorch extensions for high performance and large scale training.
  Python 24 458 11 5 Updated Nov 10, 2020

• DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  Python 51 324 7 1 Updated Nov 10, 2020

• flashlight

  A C++ standalone library for machine learning

  machine-learning deep-learning neural-network cpp ml autograd flashlight
  C++ 159 1,233 20 16 Updated Nov 9, 2020

• ParlAI

  A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
  Python MIT 1,386 6,737 87 (4 issues need help) 12 Updated Nov 10, 2020

• ClassyVision

  An end-to-end PyTorch framework for image and video classification
  Python MIT 168 938 14 31 Updated Nov 9, 2020

• habitat-lab

  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 170 519 80 (5 issues need help) 11 Updated Nov 9, 2020

• ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
  Python BSD-3-Clause 373 2,683 14 7 Updated Nov 9, 2020

• nle

  The NetHack Learning Environment
  C 30 325 13 (1 issue needs help) 3 Updated Nov 9, 2020

• CTrLBenchmark

  Benchmark for Lifelong learning research
  Python MIT 4 20 0 0 Updated Nov 9, 2020

• faiss

  A library for efficient similarity search and clustering of dense vectors.
  C++ MIT 2,011 11,476 68 7 Updated Nov 9, 2020

• esm

  Evolutionary Scale Modeling (esm): Pretrained language models for proteins
  Python MIT 18 100 2 0 Updated Nov 9, 2020

• craftassist

  A virtual assistant bot in Minecraft
  TeX MIT 69 545 6 2 Updated Nov 9, 2020

• detectron2

  Detectron2 is FAIR's next-generation platform for object detection and segmentation.
  Python Apache-2.0 3,291 13,436 69 18 Updated Nov 9, 2020

• pytorch3d

  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  Python 435 3,910 38 (1 issue needs help) 9 Updated Nov 9, 2020

• habitat-sim

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

  simulator ai computer-vision cplusplus robotics sim2real
  C++ MIT 177 981 76 (3 issues need help) 26 Updated Nov 9, 2020

• pplbench

  Evaluation Framework for Probabilistic Programming Languages

  benchmark ppl bayesian-logistic-regression probabilistic-programming-languages
  Python MIT 5 50 0 2 Updated Nov 9, 2020

• pytext

  A natural language modeling framework based on PyTorch
  Python 767 6,051 52 76 Updated Nov 9, 2020

• nevergrad

  A Python toolbox for performing gradient-free optimization
  Python MIT 261 2,714 51 35 Updated Nov 9, 2020

• selavi

  This repo covers the implementation for Labelling unlabelled videos from scratch with multi-modal self-supervision, which learns clusters from multi-modal data in a self-supervised way.
  Python 0 22 0 0 Updated Nov 9, 2020

• kill-the-bits

  Code for: "And the bit goes down: Revisiting the quantization of neural networks"
  Python 121 582 1 0 Updated Nov 9, 2020

• EgoCom-Dataset

  EgoCom: A Multi-person Multi-modal Egocentric Communications Dataset
  Jupyter Notebook 1 6 0 0 Updated Nov 9, 2020

• PointContrast

  Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>
  Python MIT 3 35 0 0 Updated Nov 9, 2020

• DrQA

  Reading Wikipedia to Answer Open-Domain Questions
  Python 837 3,918 42 1 Updated Nov 9, 2020

• SlowFast

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
  Python Apache-2.0 568 3,069 127 (1 issue needs help) 2 Updated Nov 8, 2020

• CPC_audio

  An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.
  Python MIT 17 133 5 2 Updated Nov 8, 2020

• CollaQ

  A code implementation for our arXiv paper "Multi-agent Adhoc Team Play using Decompositional Q function"
  Python 8 52 1 4 Updated Nov 8, 2020

• LASER

  Language-Agnostic SEntence Representations
  Python 317 2,615 36 13 Updated Nov 8, 2020

• libri-light

  dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
  Python MIT 33 143 1 0 Updated Nov 8, 2020