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25 relations: Comparison of deep learning software, Convolutional neural network, Data mining, History of software engineering, K-means clustering, List of applications using Lua, List of artificial intelligence projects, List of numerical analysis software, List of statistical packages, LuaRocks, Machine learning, MATLAB, Nervana Systems, Onnx, Open Neural Network Exchange, OpenCV, Outline of machine learning, PyTorch, Radeon Instinct, Recurrent neural network, Row- and column-major order, Software in the Public Interest, Timeline of machine learning, Torch (disambiguation), ZeroBrane Studio.
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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Convolutional neural network
In machine learning, a convolutional neural network (CNN, or ConvNet) is a class of deep, feed-forward artificial neural networks, most commonly applied to analyzing visual imagery.
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Data mining
Data mining is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems.
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History of software engineering
From its beginnings in the 1960s, writing software has evolved into a profession concerned with how best to maximize the quality of software and of how to create it.
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K-means clustering
k-means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining.
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List of applications using Lua
The Lua programming language is a lightweight multi-paradigm language designed primarily for embedded systems and clients.
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List of artificial intelligence projects
The following is a list of current and past, nonclassified notable artificial intelligence projects.
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List of numerical analysis software
Listed here are end-user computer applications intended for use with numerical or data analysis.
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List of statistical packages
Statistical software are specialized computer programs for analysis in statistics and econometrics.
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LuaRocks
LuaRocks is a package manager for the Lua programming language that provides a standard format for distributing Lua modules (in a self-contained format called a "rock"), a tool designed to easily manage the installation of rocks, and a server for distributing them.
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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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MATLAB
MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment and proprietary programming language developed by MathWorks.
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Nervana Systems
Nervana Systems is an artificial intelligence software company based in San Diego, California, and Palo Alto, California.
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Onnx
Open Neural Network Exchange (ONNX) is a format for deep learning models that allows interoperability between different open source AI frameworks.
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Open Neural Network Exchange
The Open Neural Network Exchange (ONNX) is an open-source artificial intelligence ecosystem.
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OpenCV
OpenCV (Open Source Computer Vision) is a library of programming functions mainly aimed at real-time computer vision.
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Outline of machine learning
The following outline is provided as an overview of and topical guide to machine learning: Machine learning – subfield of computer sciencehttp://www.britannica.com/EBchecked/topic/1116194/machine-learning (more particularly soft computing) that evolved from the study of pattern recognition and computational learning theory in artificial intelligence.
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PyTorch
PyTorch is an open source machine learning library for Python, based on Torch, used for applications such as natural language processing.
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Radeon Instinct
Radeon Instinct is AMD's brand of deep learning oriented GPUs.
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Recurrent neural network
A recurrent neural network (RNN) is a class of artificial neural network where connections between nodes form a directed graph along a sequence.
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Row- and column-major order
In computing, row-major order and column-major order are methods for storing multidimensional arrays in linear storage such as random access memory.
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Software in the Public Interest
Software in the Public Interest, Inc. (SPI) is a US 501(c)(3) non-profit organization formed to help other organizations create and distribute free/open-source software and open-source hardware.
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Timeline of machine learning
This page is a timeline of machine learning.
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Torch (disambiguation)
A torch is a portable burning light source.
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ZeroBrane Studio
ZeroBrane Studio is a lightweight open-source Lua IDE with code completion, syntax highlighting, code analyzer, live coding, and debugging support for Lua 5.1, Lua 5.2, Lua 5.3, LuaJIT, and other Lua engines.
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References
[1] https://en.wikipedia.org/wiki/Torch_(machine_learning)
