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