PyTorch

open source machine learning library for Python, based on Torch

DBpedia resource is: http://dbpedia.org/resource/PyTorch

Abstract is: PyTorch is a machine learning framework based on the Torch library, used for applications such as computer vision and natural language processing, originally developed by Meta AI and now part of the Linux Foundation umbrella. It is free and open-source software released under the modified BSD license. Although the Python interface is more polished and the primary focus of development, PyTorch also has a C++ interface. A number of pieces of deep learning software are built on top of PyTorch, including Tesla Autopilot, Uber's Pyro, Hugging Face's Transformers, PyTorch Lightning, and Catalyst. PyTorch provides two high-level features: * Tensor computing (like NumPy) with strong acceleration via graphics processing units (GPU) * Deep neural networks built on a tape-based automatic differentiation system

Wikimedia Commons category is PyTorch

PyTorch is …
instance of (P31):
software libraryQ188860
free and open-source softwareQ506883
machine learning frameworkQ21169670
Python packageQ29642950

External links are
P9618AlternativeTo software IDpytorch
P3454Arch Linux packagepython-pytorch
python-pytorch-cuda
python-pytorch-opt
python-pytorch-opt-cuda
P4162AUR packagepython-pytorch-cuda-git
python-pytorch-git
python-pytorch-mkl-cuda-git
python-pytorch-mkl-git
python2-pytorch-git
P3587Common Vulnerabilities and Exposures IDCVE-2024-5480
P9100GitHub topicpytorch
pytorch-tutorial
P2037GitHub usernamepytorch
P7502Golden IDPyTorch-NMGD4Y4
P2671Google Knowledge Graph ID/g/11gd3905v1
P1401issue tracker URLhttps://github.com/pytorch/pytorch/issues
P4033Mastodon addresspytorch@social.lfx.dev
P856official websitehttps://pytorch.org
P7788openSUSE packagepython-torch
P6665Pro-Linux.de DBApp ID21106
P5568PyPI projecttorch
P6931Repology project namepython:pytorch
P1324source code repository URLhttps://github.com/pytorch/pytorch
P1482Stack Exchange taghttps://stackoverflow.com/tags/pytorch
P3984subredditpytorch
P6830swMATH work ID20939
P2078user manual URLhttps://pytorch.org/docs/stable/index.html
P2002X usernamePyTorch
P2397YouTube channel IDUCWXI5YeOsh03QvJ59PMaXFw

P144based onTorchQ17087180
P275copyright license3-clause BSD LicenseQ18491847
P6216copyright statuscopyrightedQ50423863
P1547depends on softwaretyping-extensionsQ107380511
P1343described by sourcePyTorch: An Imperative Style, High-Performance Deep Learning LibraryQ76472044
P6104maintained by WikiProjectWikiProject SoftwareQ15659621
P306operating systemLinuxQ388
Microsoft WindowsQ1406
macOSQ14116
P277programmed inC++Q2407
CQ15777
PythonQ28865
CUDAQ477690
P577publication date2016-08-24
P8687social media followers41600
299138
P348software version identifier2.3.1
P2283usesNCHWQ115729428

Reverse relations

depends on software (P1547)
Q124759406FastSD CPU
Q96631404PyKEEN
Q85847011PyTorch Lightning
Q117030340Real-ESRGAN
Q116908797STonKGs
Q120550372Stanza
Q112181165YOLO
Q116908792accelerate
Q107382302allennlp
Q107382376attacut
Q107382224bert-score
Q107382330botorch
Q107382311captum
Q107382139catalyst
Q120549792clean-fid
Q120596958effdet
Q120550306face-alignment
Q120549805facexlib
Q107382238fairseq
Q107382314fastai
Q107386786flair
Q120733208flexgen
Q120733123fschat
Q120549808gfpgan
Q107382323gpytorch
Q120634941hummingbird-ml
Q120550406invisible-watermark
Q107382312kornia
Q97126903kraken
Q120550319lion-pytorch
Q120550308lpips
Q107385611memcnn
Q120550358nerfacc
Q120550360open-clip-torch
Q120634951peft
Q120550139pgmpy
Q107382321pyro-ppl
Q107381754pytorch-ignite
Q107385500pytorch-pretrained-bert
Q120550386pytorch-ranger
Q107385836pytorch-transformers
Q120550396pytorch-wavelets
Q120549810pytorch_lightning
Q120759101qdrant_haystack
Q120550392rotary-embedding-torch
Q120550300salesforce-lavis
Q120550363smplx
Q107386398snorkel
Q107382388spacy-transformers
Q120634948span-marker
Q120550393speechbrain
Q120550365taming-transformers-rom1504
Q107381748thop
Q107382194timm
Q120549814tomesd
Q107381755torch-fidelity
Q116908631torch-max-mem
Q120550387torch-optimizer
Q116908634torch-ppr
Q107381747torchaudio
Q120549815torchdiffeq
Q121785328torchjpeg
Q107381756torchmetrics
Q120549817torchsde
Q107381760torchtext
Q107381670torchvision
Q121435758triton
Q120550499xformers

describes a project that uses (P4510)
Q125510158AI-based pathology predicts origins for cancers of unknown primary
Q61726888Assessing BERT's Syntactic Abilities
Q67202761Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages
Q109686686Bounds all around: training energy-based models with bidirectional bounds
Q124743842Context-Gated Convolution
Q112074412Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
Q62428109Excessive Invariance Causes Adversarial Vulnerability
Q113531353Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces
Q124359239KGTN-ens: few-shot image classification with knowledge graph ensembles
Q108652400LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment
Q119496035Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction
Q84078340Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Q76470807Multi-relational Poincaré Graph Embeddings
Q109583780PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
Q112208223TERA: optimizing stochastic regression tests in machine learning projects
Q110572878The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central
Q126325520ptwt - The PyTorch Wavelet Toolbox

main subject (P921)
Q1105020553D Image Segmentation of MRI Prostate Based on a Pytorch Implementation of V-Net
Q120789632A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity
Q120789713AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch
Q110502076An Efficient Face Mask Detector with PyTorch and Deep Learning
Q120789816Analysis of the Application Efficiency of TensorFlow and PyTorch in Convolutional Neural Network
Q120789740Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy
Q110502061Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
Q114658434CP-AGCN: Pytorch-based attention informed graph convolutional network for identifying infants at risk of cerebral palsy
Q120789648Evaluation of gene expression programming and artificial neural networks in PyTorch for the prediction of local scour depth around a bridge pier
Q110502071Face Mask And Crowd Detection Using Pytorch and Multi-Task Cascade Convolutional Neural Network
Q110502060Face mask detection for covid_19 pandemic using pytorch in deep learning
Q110502065Fireworks: Reproducible Machine Learning and Preprocessing with PyTorch
Q110500246Foolbox Native: Fast adversarial attacks to benchmark the robustness of machine learning models in PyTorch, TensorFlow, and JAX
Q120789805Fractional Gradient Optimizers for PyTorch: Enhancing GAN and BERT
Q96835410GPU-Accelerated Semi-Empirical Born Oppenheimer Molecular Dynamics using PyTorch
Q110499914Gamma/Hadron Separation in Imaging Air Cherenkov Telescopes Using Deep Learning Libraries TensorFlow and PyTorch
Q110502047HexagDLy—Processing hexagonally sampled data with CNNs in PyTorch
Q64057334Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Q120789626Improving Oversubscribed GPU Memory Performance in the PyTorch Framework
Q55950822Introduction to PyTorch
Q110502063LSTM Deep Learning Stock Prediction System Based on PyTorch Framework
Q110502070Learning Word Embeddings from 10-K Filings Using PyTorch
Q110502078Machine Learning Model for IRIS Flower Classification using Tensor Flow and PyTorch
Q110502067MemCNN: A Python/PyTorch package for creating memory-efficient invertible neural networks
Q110502043MobileStyleGAN.pytorch: PyTorch-based toolkit to compress StyleGAN2 model
Q110502059Monte Carlo Collision method for Particle-In-Cell plasma simulation: PyTorch implementation
Q110502057Optical-imaging detection of apple sugar content based on OpenCv and Pytorch
Q120789752PYLON: A PyTorch Framework for Learning with Constraints
Q110500022Performance Analysis of Deep Learning Libraries: TensorFlow and PyTorch
Q120789820Performance Comparison between Pytorch and Mindspore
Q110502041Physics-informed neural network method for solving one-dimensional advection equation using PyTorch
Q120789685PocketFinderGNN: A manufacturing feature recognition software based on Graph Neural Networks (GNNs) using PyTorch Geometric and NetworkX
Q112680746Prediction of Hearing Prognosis of Large Vestibular Aqueduct Syndrome Based on the PyTorch Deep Learning Model
Q110502053PyLightcurve-torch: a transit modeling package for deep learning applications in PyTorch
Q110502072PyTorch Operations Based Approach for Computing Local Binary Patterns
Q110502074PyTorch YOLOv3 Object Detection for Vehicle Identification
Q110502064PyTorch distributed
Q62657788PyTorch-BigGraph: A Large-scale Graph Embedding System
Q120789628PyTorch-FEA: Autograd-enabled finite element analysis methods with applications for biomechanical analysis of human aorta
Q110502045PyTorch-based implementation of label-aware graph representation for multi-class trajectory prediction
Q110502080PyTorch/Pyro Implementation for Representation of Motion in Latent Space
Q76472044PyTorch: An Imperative Style, High-Performance Deep Learning Library
Q120789765Pytorch Image Quality: Metrics for Image Quality Assessment
Q114103467REANN: A PyTorch-based end-to-end multi-functional deep neural network package for molecular, reactive, and periodic systems
Q110502056Research on Image Classification Algorithm Based on Pytorch
Q110499872Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment
Q92688575Selene: a PyTorch-based deep learning library for sequence data
Q120789689Semi-Empirical Shadow Molecular Dynamics: A PyTorch Implementation
Q110502042TedNet: A Pytorch toolkit for tensor decomposition networks
Q120789788Torch-NILM: An Effective Deep Learning Toolkit for Non-Intrusive Load Monitoring in Pytorch
Q96615384TorchANI: A Free and Open Source PyTorch Based Deep Learning Implementation of the ANI Neural Network Potentials
Q113306532TorchMetrics - Measuring Reproducibility in PyTorch
Q120789671Variational Neural Networks implementation in Pytorch and JAX
Q119714832Volume Segmantics: A Python Package for Semantic Segmentation of Volumetric Data Using Pre-trained PyTorch Deep Learning Models
Q120789757normflows: A PyTorch Package for Normalizing Flows
Q126325520ptwt - The PyTorch Wavelet Toolbox
Q120789754pytorch-widedeep: A flexible package for multimodal deep learning
Q110502068torchquad: Numerical Integration in Arbitrary Dimensions with PyTorch
Q110502044vid-SAMGRAH: A PyTorch framework for multi-latent space reinforcement learning driven video summarization in ultrasound imaging
Q120789692ænet-PyTorch: A GPU-supported implementation for machine learning atomic potentials training
Q110502075基于 PyTorch 和 CNN 的图片验证码识别

Q120847752PyTorch Foundationfield of workP101
Q114878822SidechainNetbased onP144
Q45364276AllenNLPusesP2283
Q96482388Detectronprogrammed inP277

The articles in Wikimedia projects and languages

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      Category:PyTorchwikimedia
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