Repositories
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rlstructures
RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.
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mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
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ContactPose
Large dataset of hand-object contact, hand- and object-pose, and 2.9 M RGB-D grasp images.
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faiss
A library for efficient similarity search and clustering of dense vectors.
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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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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pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
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CrypTen
A framework for Privacy Preserving Machine Learning
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TalkingWithHands32M
Talking with Hands
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pytext
A natural language modeling framework based on PyTorch
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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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SimulEval
SIMULEVAL A General Evaluation Toolkit for Simultaneous Translation
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ClassyVision
An end-to-end PyTorch framework for image and video classification
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higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
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fairscale
PyTorch extensions for high performance and large scale training.
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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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ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
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SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
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CompilerGym
A reinforcement learning toolkit for compiler optimizations
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fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images
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mobile-vision
Mobile vision models and code
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flashlight
A C++ standalone library for machine learning
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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impact-driven-exploration
impact-driven-exploration
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gtn
Automatic differentiation with weighted finite-state transducers.
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habitat-challenge
Code for the habitat challenge
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nevergrad
A Python toolbox for performing gradient-free optimization
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habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
