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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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maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
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hydra
Hydra is a framework for elegantly configuring complex applications
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detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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CrypTen
A framework for Privacy Preserving Machine Learning
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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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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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DeepSDF
Learning Continuous Signed Distance Functions for Shape Representation
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torchbeast
A PyTorch Platform for Distributed RL
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dlrm
An implementation of a deep learning recommendation model (DLRM)
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faiss
A library for efficient similarity search and clustering of dense vectors.
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access
Code to reproduce the experiments from the paper.
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text-simplification-evaluation
Reference-less Quality Estimation of Text Simplification Systems
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kbc
Tools for state of the art Knowledge Base Completion.
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PyTorch-BigGraph
Software used for generating embeddings from large-scale graph-structured data.
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nevergrad
A Python toolbox for performing gradient-free optimization
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colorlessgreenRNNs
Code and data for paper Colorless Green Recurrent Networks Dream Hierarchically
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noise-as-targets
Unsupervised Learning by Predicting Noise
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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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Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
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LifeLongLearningBenchmark
Benchmark for Lifelong learning research
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ELI5
Scripts and links to recreate the ELI5 dataset.
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pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
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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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pyrobot
PyRobot: An Open Source Robotics Research Platform
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EGG
EGG: Emergence of lanGuage in Games
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fastText
Library for fast text representation and classification.
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XLM
PyTorch original implementation of Cross-lingual Language Model Pretraining.
