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pytext
A natural language modeling framework based on PyTorch
flashlight
A C++ standalone library for machine learning
fairscale
PyTorch extensions for high performance and large scale training.
hydra
Hydra is a framework for elegantly configuring complex applications
ClassyVision
An end-to-end PyTorch framework for image and video classification
faiss
A library for efficient similarity search and clustering of dense vectors.
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Replica-Dataset
The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .
DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
nevergrad
A Python toolbox for performing gradient-free optimization
phyre
PHYRE is a benchmark for physical reasoning.
digit-design
Design files for the DIGIT tactile sensor
EGG
EGG: Emergence of lanGuage in Games
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
habitat-api
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
DomainBed
DomainBed is a suite to test domain generalization algorithms
higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
CrypTen
A framework for Privacy Preserving Machine Learning
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
detr
End-to-End Object Detection with Transformers
eft
visualization code for 3D human body annotation by EFT (Exemplar Fine-tuning)
ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
mmbt
Supervised Multimodal Bitransformers for Classifying Images and Text
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
