Repositories
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fairscale
PyTorch extensions for high performance and large scale training.
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gtn
Automatic differentiation with weighted finite-state transducers.
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mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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d2go
D2Go is a toolkit for efficient deep learning
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InterHand2.6M
Official PyTorch implementation of "InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image", ECCV 2020
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CompilerGym
A reinforcement learning toolkit for compiler optimizations
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pyrobot
PyRobot: An Open Source Robotics Research Platform
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detr
End-to-End Object Detection with Transformers
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SpanBERT
Code for using and evaluating SpanBERT.
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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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vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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fbooja
Implements the bootstrap and jackknife methods of http://tygert.com/jdssv.pdf
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pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
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hydra
Hydra is a framework for elegantly configuring complex applications
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
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droidlet
A modular embodied agent architecture and platform for building embodied agents
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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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pytorchvideo
A deep learning library for video understanding research.
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simmc
With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.
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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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nevergrad
A Python toolbox for performing gradient-free optimization
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pytext
A natural language modeling framework based on PyTorch
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faiss
A library for efficient similarity search and clustering of dense vectors.
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tacto
Simulator of vision-based tactile sensors.
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fbpcf
Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who participated or what action an individual took. It uses secure multiparty computation to guarantee this privacy. It is suitable for conducting A/B testing, or measuring advertising lift and learning the aggregate…
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param
PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
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TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
