About: Torch (machine learning)

Facets (new session)
Description
Metadata
Settings
- Rule:
- Inverse Functional Properties:
- "Same As":

About: Torch (machine learning) Goto Sponge NotDistinct Permalink

An Entity of Type : yago:WikicatDataMiningAndMachineLearningSoftware, within Data Space : dbpedia.demo.openlinksw.com associated with source document(s)
QRcode icon

http://dbpedia.demo.openlinksw.com/describe/?url=http%3A%2F%2Fdbpedia.org%2Fresource%2FTorch_%28machine_learning%29

Torch is an open-source machine learning library, a scientific computing framework, and a script language based on the Lua programming language. It provides a wide range of algorithms for deep learning, and uses the scripting language LuaJIT, and an underlying C implementation. It was created at IDIAP at EPFL. As of 2018, Torch is no longer in active development. However PyTorch, which is based on the Torch library, is actively developed as of October 2022.

Attributes	Values
rdf:type	Thing software schema:CreativeWork work wikidata:Q386724 Software yago:Abstraction100002137 yago:Code106355894 yago:CodingSystem106353757 yago:Cognition100023271 yago:Communication100033020 yago:Datum105816622 yago:Information105816287 yago:PsychologicalFeature100023100 yago:Writing106359877 yago:WrittenCommunication106349220 yago:Software106566077 yago:WikicatDataMiningAndMachineLearningSoftware
rdfs:label	Torch (programari) (ca) Torch (es) Torch (ru) Torch (machine learning) (en) Torch (uk)
rdfs:comment	Torch és una biblioteca de programari en l'àmbit d'aprenentatge profund, automàtic i en computació científica. Torch és codi obert i tipus script basat en el llenguatge Lua, proveeix una gran quantitat d'algorismes. El programari Torch és de tipus codi obert i està sota la llicència BSD. (ca) Torch es una biblioteca de código abierto para aprendizaje automático, un marco de computación científica, y un lenguaje de script basado en el lenguaje de programación Lua. Proporciona una amplia gama de algoritmos de aprendizaje profundo, y usa el lenguaje de script , sobre una implementación en C. Torch se ha dejado de desarrollar en 2017, en favor de otras plataformas. La comunidad de soporte de la última versión estable cerró definitivamente en 2019. Sin embargo Torch se sigue usando para proyectos terminados, e incluso en desarrollos a través de PyTorch. (es) Torch is an open-source machine learning library, a scientific computing framework, and a script language based on the Lua programming language. It provides a wide range of algorithms for deep learning, and uses the scripting language LuaJIT, and an underlying C implementation. It was created at IDIAP at EPFL. As of 2018, Torch is no longer in active development. However PyTorch, which is based on the Torch library, is actively developed as of October 2022. (en) Torch — відкрита бібліотека для машинного навчання, система для та мова сценаріїв на основі мови програмування Lua. Пропонує широкий спектр алгоритмів для глибинного навчання і використовує мову сценаріїв LuaJIT та реалізацію мовою C в основі. Станом на 2018 рік, Torch більше не перебуває в активній розробці. Проте, станом на серпень 2019 року активно розроблюють PyTorch. (uk) Torch — библиотека для языка программирования Lua с открытым исходным кодом, предоставляет большое количество алгоритмов для глубинного обучения и научных расчётов. Ядро написано на Си, прикладная часть выполняется на LuaJIT, поддерживается распараллеливание вычислений средствами CUDA и OpenMP. Стиль работы с массивами схож с Matlab и Octave, в связи с чем иногда определяется как «Matlab-подобное окружение для машинного обучения». (ru)
foaf:name	Torch (en)
foaf:homepage	http://torch.ch/
name	Torch (en)
foaf:depiction
dcterms:subject	Software using the BSD license Lua (programming language) software Free statistical software Deep learning software
Wikipage page ID	42571226 (xsd:integer)
Wikipage revision ID	1119347730 (xsd:integer)
Link from a Wikipage to another Wikipage	PyTorch Samy Bengio Multinomial distribution Neural network Uniform distribution (continuous) Deep learning Software using the BSD license Matrix multiplication Mean Squared Error Object-oriented programming Object (computer science) Class (computer programming) Constructor (object-oriented programming) Coroutine Android (operating system) Linux LuaJIT LuaRocks Lua (programming language) Mac OS X Machine learning Comparison of deep learning software Composite pattern Feedforward neural network BLAS BSD License Backpropagation C++ CUDA C (programming language) Lua (programming language) software AI EPFL Normal distribution Stochastic gradient descent Regularization (mathematics) Free statistical software Deep learning software Dot product Automatic differentiation Scientific computing IBM IOS Idiap Research Institute Open-source software Yandex Loss function Serialization Factory method pattern Multilayer perceptron REPL Matrix product Matrix–vector multiplication IDIAP Cross-entropy Script language
Link from a Wikipage to an external page	http://torch.ch/ http://torch.ch
sameAs	Torch (machine learning) Torch (machine learning) Torch (machine learning)

Faceted Search & Find service v1.17_git139 as of Feb 29 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 08.03.3330 as of Mar 19 2024, on Linux (x86_64-generic-linux-glibc212), Single-Server Edition (378 GB total memory, 61 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software