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PyTorch

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PyTorch is an open source machine learning library for Python, based on Torch, used for applications such as natural language processing. [1]

19 relations: C++, Comparison of deep learning software, CUDA, Deep learning, Facebook, Library (computing), Linux, Machine learning, MacOS, Microsoft Windows, Natural language processing, NumPy, Open-source model, Probabilistic programming language, Python (programming language), TechCrunch, Torch (machine learning), Uber, VentureBeat.

C++

C++ ("see plus plus") is a general-purpose programming language.

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Comparison of deep learning software

The following table compares some of the most popular software frameworks, libraries and computer programs for deep learning.

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CUDA

CUDA is a parallel computing platform and application programming interface (API) model created by Nvidia.

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Deep learning

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms.

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Facebook

Facebook is an American online social media and social networking service company based in Menlo Park, California.

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Library (computing)

In computer science, a library is a collection of non-volatile resources used by computer programs, often for software development.

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Linux

Linux is a family of free and open-source software operating systems built around the Linux kernel.

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Machine learning

Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

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MacOS

macOS (previously and later) is a series of graphical operating systems developed and marketed by Apple Inc. since 2001.

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Microsoft Windows

Microsoft Windows is a group of several graphical operating system families, all of which are developed, marketed, and sold by Microsoft.

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Natural language processing

Natural language processing (NLP) is an area of computer science and artificial intelligence concerned with the interactions between computers and human (natural) languages, in particular how to program computers to process and analyze large amounts of natural language data.

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NumPy

NumPy (pronounced or sometimes) is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

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Open-source model

The open-source model is a decentralized software-development model that encourages open collaboration.

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Probabilistic programming language

A probabilistic programming language (PPL) is a programming language designed to describe probabilistic models and then perform inference in those models.

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Python (programming language)

Python is an interpreted high-level programming language for general-purpose programming.

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TechCrunch

TechCrunch is an American online publisher of technology industry news founded in 2005 by Archimedes Ventures whose partners were Michael Arrington and Keith Teare.

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Torch (machine learning)

Torch is an open source machine learning library, a scientific computing framework, and a script language based on the Lua programming language.

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Uber

Uber Technologies Inc. (doing business as Uber) is a peer-to-peer ridesharing, taxi cab, food delivery, and transportation network company headquartered in San Francisco, California, with operations in 633 cities worldwide.

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VentureBeat

VentureBeat is an American technology website.

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Pytorch.

References

[1] https://en.wikipedia.org/wiki/PyTorch

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