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The following applications are available under free/open-source licenses. Public access to application source code is also available.

The following applications are available under free/open-source licenses. Public access to application source code is also available.

下面的应用程序可以使用免费 / 开放源码许可证。应用程序源代码的公共访问也是可用的。

下面的应用程序可以使用免费 / 开源许可证。应用程序源代码也是对公众开放访问的。

* [[Carrot2]]: Text and search results clustering framework.

* [[Carrot2]]: Text and search results clustering framework. 文本和搜索结果聚类框架。

* [[Chemicalize.org]]: A chemical structure miner and web search engine.

* [[Chemicalize.org]]: A chemical structure miner and web search engine. 化学结构挖掘与网络搜索引擎。

* [[ELKI]]: A university research project with advanced [[cluster analysis]] and [[anomaly detection|outlier detection]] methods written in the [[Java (programming language)|Java]] language.

* [[ELKI]]: A university research project with advanced [[cluster analysis]] and [[anomaly detection|outlier detection]] methods written in the [[Java (programming language)|Java]] language. 一个大学研究项目，用Java语言编写高级聚类分析和离群点检测方法。

* [[General Architecture for Text Engineering|GATE]]: a [[natural language processing]] and language engineering tool.

* [[General Architecture for Text Engineering|GATE]]: a [[natural language processing]] and language engineering tool. 一个自然语言处理和语言工程工具。

* [[KNIME]]: The Konstanz Information Miner, a user-friendly and comprehensive data analytics framework.

* [[KNIME]]: The Konstanz Information Miner, a user-friendly and comprehensive data analytics framework. Konstanz Information Miner，一个用户友好的综合数据分析框架。

* [[MOA (Massive Online Analysis)|Massive Online Analysis (MOA)]]: a real-time big data stream mining with concept drift tool in the [[Java (programming language)|Java]] programming language.

* [[MOA (Massive Online Analysis)|Massive Online Analysis (MOA)]]: a real-time big data stream mining with concept drift tool in the [[Java (programming language)|Java]] programming language. 利用Java语言中的概念漂移工具进行实时大数据流挖掘。

* [[Multi expression programming|MEPX]] - cross-platform tool for regression and classification problems based on a Genetic Programming variant.

* [[Multi expression programming|MEPX]] - cross-platform tool for regression and classification problems based on a Genetic Programming variant. 基于遗传编程变量的回归和分类问题的跨平台工具。

* ML-Flex: A software package that enables users to integrate with third-party machine-learning packages written in any programming language, execute classification analyses in parallel across multiple computing nodes, and produce HTML reports of classification results.

* ML-Flex: A software package that enables users to integrate with third-party machine-learning packages written in any programming language, execute classification analyses in parallel across multiple computing nodes, and produce HTML reports of classification results. 一种软件包，使用户能够与用任何编程语言编写的第三方机器学习包集成，跨多个计算节点并行执行分类分析，并生成分类结果的HTML报告。

* [[mlpack]]: a collection of ready-to-use machine learning algorithms written in the [[C++]] language.

* [[mlpack]]: a collection of ready-to-use machine learning algorithms written in the [[C++]] language. 一个用C++语言编写的机器学习算法的集合。

* [[NLTK]] ([[Natural Language Toolkit]]): A suite of libraries and programs for symbolic and statistical natural language processing (NLP) for the [[Python (programming language)|Python]] language.

* [[NLTK]] ([[Natural Language Toolkit]]): A suite of libraries and programs for symbolic and statistical natural language processing (NLP) for the [[Python (programming language)|Python]] language. 一套用于Python语言的符号和统计自然语言处理（NLP）的库和程序。

* [[OpenNN]]: Open [[neural networks]] library.

* [[OpenNN]]: Open [[neural networks]] library. 开源的神经网络库。

* [[Orange (software)|Orange]]: A component-based data mining and [[machine learning]] software suite written in the [[Python (programming language)|Python]] language.

* [[Orange (software)|Orange]]: A component-based data mining and [[machine learning]] software suite written in the [[Python (programming language)|Python]] language. 一个用Python语言编写的基于组件的数据挖掘和机器学习软件套件。

* [[R (programming language)|R]]: A [[programming language]] and software environment for [[statistics|statistical]] computing, data mining, and graphics. It is part of the [[GNU Project]].

* [[R (programming language)|R]]: A [[programming language]] and software environment for [[statistics|statistical]] computing, data mining, and graphics. It is part of the [[GNU Project]]. 一种用于统计计算、数据挖掘和图形的编程语言和软件环境。它是GNU项目的一部分。

* [[scikit-learn]] is an open-source machine learning library for the Python programming language

* [[scikit-learn]] is an open-source machine learning library for the Python programming language 是Python编程语言的一个开源机器学习库

* [[Torch (machine learning)|Torch]]: An [[open source model|open-source]] [[deep learning]] library for the [[Lua (programming language)|Lua]] programming language and [[scientific computing]] framework with wide support for [[machine learning]] algorithms.

* [[Torch (machine learning)|Torch]]: An [[open source model|open-source]] [[deep learning]] library for the [[Lua (programming language)|Lua]] programming language and [[scientific computing]] framework with wide support for [[machine learning]] algorithms. 一个开源的深度学习lib库语言和科学计算框架，广泛支持机器学习算法。

* [[UIMA]]: The UIMA (Unstructured Information Management Architecture) is a component framework for analyzing unstructured content such as text, audio and video – originally developed by IBM.

* [[UIMA]]: The UIMA (Unstructured Information Management Architecture) is a component framework for analyzing unstructured content such as text, audio and video – originally developed by IBM. UIMA（非结构化信息管理体系结构）是一个用于分析非结构化内容（如文本、音频和视频）的组件框架，最初由IBM开发。

* [[Weka (machine learning)|Weka]]: A suite of machine learning software applications written in the [[Java (programming language)|Java]] programming language.

* [[Weka (machine learning)|Weka]]: A suite of machine learning software applications written in the [[Java (programming language)|Java]] programming language. 用Java编程语言编写的一套机器学习软件应用程序。

* [[Angoss]] KnowledgeSTUDIO: data mining tool

* [[Angoss]] KnowledgeSTUDIO: data mining tool 数据挖掘工具。

* [[LIONsolver]]: an integrated software application for data mining, business intelligence, and modeling that implements the Learning and Intelligent OptimizatioN (LION) approach.

* [[LIONsolver]]: an integrated software application for data mining, business intelligence, and modeling that implements the Learning and Intelligent OptimizatioN (LION) approach. 用于数据挖掘、商业智能和建模的集成软件应用程序，实现学习和智能优化（LION）方法。

* Megaputer Intelligence: data and text mining software is called PolyAnalyst.

* Megaputer Intelligence: data and text mining software is called PolyAnalyst. 数据和文本挖掘软件PolyAnalyst。

* [[Microsoft Analysis Services]]: data mining software provided by [[Microsoft]].

* [[Microsoft Analysis Services]]: data mining software provided by [[Microsoft]]. 微软提供的数据挖掘软件

* [[NetOwl]]: suite of multilingual text and entity analytics products that enable data mining.

* [[NetOwl]]: suite of multilingual text and entity analytics products that enable data mining. 支持数据挖掘的多语言文本和实体分析产品套件。

* [[Oracle Data Mining]]: data mining software by [[Oracle Corporation]].

* [[Oracle Data Mining]]: data mining software by [[Oracle Corporation]]. Oracle公司的数据挖掘软件

* [[PSeven]]: platform for automation of engineering simulation and analysis, multidisciplinary optimization and data mining provided by [[DATADVANCE]].

* [[PSeven]]: platform for automation of engineering simulation and analysis, multidisciplinary optimization and data mining provided by [[DATADVANCE]]. DATADVANCE为工程仿真分析、多学科优化和数据挖掘提供自动化平台。

* [[Qlucore]] Omics Explorer: data mining software.

* [[Qlucore]] Omics Explorer: data mining software. 数据挖掘软件。

* [[RapidMiner]]: An environment for [[machine learning]] and data mining experiments. <!-- Latest version is NOT opensource -->

* [[RapidMiner]]: An environment for [[machine learning]] and data mining experiments. <!-- Latest version is NOT opensource --> 一个用于机器学习和数据挖掘实验的环境。

* [[SAS (software)#Components|SAS Enterprise Miner]]: data mining software provided by the [[SAS Institute]].

* [[SAS (software)#Components|SAS Enterprise Miner]]: data mining software provided by the [[SAS Institute]]. SAS机构提供的数据挖掘软件。

* [[SPSS Modeler]]: data mining software provided by [[IBM]].

* [[SPSS Modeler]]: data mining software provided by [[IBM]]. IBM提供的数据挖掘软件。

* [[STATISTICA]] Data Miner: data mining software provided by [[StatSoft]].

* [[STATISTICA]] Data Miner: data mining software provided by [[StatSoft]]. StatSoft提供的数据挖掘软件。

* [[Tanagra (machine learning)|Tanagra]]: Visualisation-oriented data mining software, also for teaching.

* [[Tanagra (machine learning)|Tanagra]]: Visualisation-oriented data mining software, also for teaching. 面向可视化的数据挖掘软件，也用于教学。

* [[Vertica]]: data mining software provided by [[Hewlett-Packard]].

* [[Vertica]]: data mining software provided by [[Hewlett-Packard]]. 惠普提供的数据挖掘软件。

==扩展链接 See also==

==扩展链接 See also==