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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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nevergrad
A Python toolbox for performing gradient-free optimization
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detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
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hydra
Hydra is a framework for elegantly configuring complex applications
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pytext
A natural language modeling framework based on PyTorch
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TreeNLG
A novel method of constrained decoding for neural NLG (NNLG) models
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wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
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flashlight
A C++ standalone library for machine learning
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dlrm
An implementation of a deep learning recommendation model (DLRM)
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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pyrobot
PyRobot: An Open Source Robotics Research Platform
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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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habitat-api
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
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pycls
Codebase for Image Classification Research, written in PyTorch.
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grounded-video-description
Video Grounding and Captioning
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ActivityNet-Entities
A Dataset for Grounded Video Description
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CParser
A compact C preprocessor and declaration parser written in pure Lua
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poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
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LASER
Language-Agnostic SEntence Representations
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demucs
Code for the paper Music Source Separation in the Waveform Domain
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maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
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mobile-vision
Mobile vision models and code
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ClassyVision
An end-to-end PyTorch framework for image and video classification
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pythia
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
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fastText
Library for fast text representation and classification.
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minirts
We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce all of our results, and visualization tool for visualize dataset.
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DeeperCluster
Implements the unsupervised pre-training of convolutional neural networks
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faiss
A library for efficient similarity search and clustering of dense vectors.
