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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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wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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pytext
A natural language modeling framework based on PyTorch
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PyTorch-BigGraph
Software used for generating embeddings from large-scale graph-structured data.
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SparseConvNet
Submanifold sparse convolutional networks
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faiss
A library for efficient similarity search and clustering of dense vectors.
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TensorComprehensions
A domain specific language to express machine learning workloads.
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text-simplification-evaluation
Reference-less Quality Estimation of Text Simplification Systems
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fastText
Library for fast text representation and classification.
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GCSAL
Global Climate Statistical Analysis Library (GCSAL) allows viewing of climate statistics formulated from over 60 years of data acquisition at 3000 locations around the world.
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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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flashlight
A C++ standalone library for machine learning
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poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
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Horizon
A platform for Applied Reinforcement Learning (Applied RL)
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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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InferSent
InferSent sentence embeddings
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phyre
PHYRE is a benchmark for physical reasoning.
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maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
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EGG
EGG: Emergence of lanGuage in Games
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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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FRL-Distributed-ML-Scaffold
Define an ML problem to train with Pytorch and to leverage Pytorch's functionality for multiprocessing and distributed compute.
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pythia
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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VMZ
VMZ: Model Zoo for Video Modeling
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fair_self_supervision_benchmark
Scaling and Benchmarking Self-Supervised Visual Representation Learning
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pyrobot
PyRobot: An Open Source Robotics Research Platform
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UnsupervisedQA
Unsupervised Question answering via Cloze Translation
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nevergrad
A Python toolbox for performing gradient-free optimization
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XLM
PyTorch original implementation of Cross-lingual Language Model Pretraining.
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dlrm
An implementation of a deep learning recommendation model (DLRM)
