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nevergrad
A Python toolbox for performing gradient-free optimization
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CrypTen
A framework for Privacy Preserving Machine Learning
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hydra
Hydra is a framework for elegantly configuring complex applications
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faiss
A library for efficient similarity search and clustering of dense vectors.
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pyrobot
PyRobot: An Open Source Robotics Research Platform
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dlrm
An implementation of a deep learning recommendation model (DLRM)
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pycls
Codebase for Image Classification Research, written in PyTorch.
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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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ClassyVision
An end-to-end PyTorch framework for image and video classification
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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phyre
PHYRE is a benchmark for physical reasoning.
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libri-light
dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
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detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
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fastText
Library for fast text representation and classification.
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pytext
A natural language modeling framework based on PyTorch
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pythia
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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cc_net
Tools to download and cleanup Common Crawl data
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flashlight
A C++ standalone library for machine learning
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wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
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neural-rewriter
Learning to Perform Local Rewriting for Combinatorial Optimization
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habitat-api
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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kill-the-bits
Code for: "And the bit goes down: Revisiting the quantization of neural networks"
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MLQA
New dataset
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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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vizseq
A Visual Analysis Toolkit for Text Generation (Translation, Captioning, Summarization, etc.)
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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SpanBERT
Code for using and evaluating SpanBERT.
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text-simplification-evaluation
Reference-less Quality Estimation of Text Simplification Systems
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foltr-es
The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.
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EGG
EGG: Emergence of lanGuage in Games
