Repositories
-
droidlet
A modular embodied agent architecture and platform for building embodied agents
-
hydra
Hydra is a framework for elegantly configuring complex applications
-
ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
-
phyre
PHYRE is a benchmark for physical reasoning.
-
differentiable-robot-model
We are implementing differentiable models of robot manipulators, which allows us to learn typically assumed to be known models of robots for control and motion planning.
-
mvfst-rl
An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.
-
DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
-
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
-
FBPCS
FBPCS (Facebook Private Computation Service) is a secure, privacy safe and scalable architecture to deploy MPC (Multi Party Computation) applications in a distributed way on virtual private clouds. FBPCF (Facebook Private Computation Framework) is for scaling MPC computation up via threading, while FBPCS is for scaling MPC computation out via Pr…
-
fairscale
PyTorch extensions for high performance and large scale training.
-
mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
-
vizseq
An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
-
fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
-
ClassyVision
An end-to-end PyTorch framework for image and video classification
-
Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
-
pplbench
Evaluation Framework for Probabilistic Programming Languages
-
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
-
habitat-challenge
Code for the habitat challenge
-
CrypTen
A framework for Privacy Preserving Machine Learning
-
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
-
mbrl-lib
Library for Model Based RL
-
torchbeast
A PyTorch Platform for Distributed RL
-
connect-caption-and-trace
A unified framework to jointly model images, text, and human attention traces.
-
iopath
A python library that provides common I/O interface across different storage backends.
-
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
-
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
-
pytext
A natural language modeling framework based on PyTorch
-
CompilerGym
A reinforcement learning toolkit for compiler optimizations
-
d2go
D2Go is a toolkit for efficient deep learning
-
habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

