Library/pytorch
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pytorch/pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch

pytorch

pytorch • individual

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1413 commits in 30d

Created

Aug 13, 2016

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README Summary

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing. It provides tensor computation with strong GPU acceleration and a tape-based autograd system for building and training neural networks. PyTorch offers dynamic computational graphs and eager execution, making it intuitive for research and development.

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Deep Learning Framework DevelopmentTensor OperationsAutomatic DifferentiationGPU ComputingNeural Network ArchitectureGradient ComputationDynamic Computation GraphsCUDA ProgrammingDistributed TrainingModel OptimizationC++ ExtensionsPython API Design

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Deep Learning Framework DevelopmentTensor OperationsAutomatic DifferentiationGPU ComputingNeural Network ArchitectureGradient ComputationDynamic Computation GraphsCUDA ProgrammingDistributed TrainingModel OptimizationC++ ExtensionsPython API DesignProduction Model DeploymentTransformer ArchitectureNatural Language ProcessingMulti-GPU SystemsHPC ClustersDeep Learning Model DevelopmentReinforcement LearningServerlessDistributed Model TrainingCustom Layer Implementation3DFoundation ModelsNeural Architecture SearchComputer Vision ApplicationsMultimodalOn-premiseResearch PrototypingAudioScientific ComputingVideoImageLarge Language ModelsNeural Network TrainingMixed Precision TrainingCloudTabularTextEdge/MobileEdge DeploymentPython

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Updated 1 months ago

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production
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high
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production

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Dev Tools & AutomationPrimaryLearning ResourcesInference & ServingNLP & TextCoding & Dev ToolsMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / MLGenerative MediaFoundation ModelsModel TrainingComputer Vision

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Python100.0%

Timeline

Project created
Aug 13, 2016
Forked
Mar 14, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 14, 2026

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