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Apache Mahout

Machine Learning

Apache Mahout Description
Apache Mahout is a project of the Apache Software Foundation to produce free implementations of distributed or otherwise scalable machine learning algorithms focused primarily in the areas of collaborative filtering, clustering and classification. Many of the implementations use the Apache Hadoop platform. Mahout also provides Java libraries for common maths operations (focused on linear algebra and statistics) and primitive Java collections. Mahout is a work in progress; the number of implemented algorithms has grown quickly, but various algorithms are still missing.
While Mahout's core algorithms for clustering, classification and batch based collaborative filtering are implemented on top of Apache Hadoop using the map/reduce paradigm, it does not restrict contributions to Hadoop-based implementations. Contributions that run on a single node or on a non-Hadoop cluster are also welcomed. For example, the 'Taste' collaborative-filtering recommender component of Mahout was originally a separate project and can run stand-alone without Hadoop.
Starting with the release 0.10.0, the project shifts its focus to building backend-independent programming environment, code named "Samsara". The environment consists of an algebraic backend-independent optimizer and an algebraic Scala DSL unifying in-memory and distributed algebraic operators. At the time of this writing supported algebraic platforms are Apache Spark and H2O, and Apache Flink. Support for MapReduce algorithms is being gradually phased out.
A list below shows Apache Mahout alternatives which were either selected by us or voted for by users. You can filter this list by tags and platforms

Latest version of Apache Mahout is 0.13.0 and it was released on 2017-04-17.

Apache Mahout Alternatives

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    Tags: Applied Machine Learning, Data Mining And Machine Learning Software, Deep Learning, Free Software Programmed In C, Free Software Programmed In Python, Free Statistical Software, Open Source Artificial Intelligence, Python Scientific Libraries, Software Using The Apache License
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    Tags: C Libraries, Data Mining And Machine Learning Software, Free Statistical Software, Java Libraries
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    Tags: Applied Machine Learning, Data Mining And Machine Learning Software, Deep Learning, Free Statistical Software, Python Scientific Libraries
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    Tags: R, Gnu Project Software, Free Statistical Software, Data Mining And Machine Learning Software, Numerical Analysis Software For Linux, Cluster Computing, Parallel Computing
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    Tags: Data Mining And Machine Learning Software, Free Statistical Software, Python Scientific Libraries
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    Tags: Applied Machine Learning, Artificial Neural Networks, Data Mining And Machine Learning Software, Deep Learning, Free Science Software, Free Statistical Software, Image Processing, Information Technology Companies Of The United States, Machine Learning
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    Latest version of Folding@home is 7.4.4 and it was released on 2014-03-19.

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    Latest version of Renjin is 0.8 and it was released on 2015-11-13.

    Tags: Free Software Programmed In Java, Jvm Programming Languages, Scripting Languages, R, Crossplatform Free Software, Array Programming Languages, Dynamically Typed Programming Languages, Functional Languages, Datacentric Programming Languages, Free Statistical Software, Literate Programming, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Data Mining And Machine Learning Software, Free Data Visualization Software
  • mlpy by Lead Developer: Davide Albanese; Contributors: Giuseppe Jurman, Stefano Merler, Roberto Visintainer, Marco Chierici

    mlpy is a Python, open source, machine learning library built on top of NumPy/SciPy, the GNU Scientific Library and it makes an extensive use of the Cython language. mlpy provides a wide range of...

    Latest version of mlpy is 3.5.0 and it was released on 2012-03-12.

    Tags: Data Mining And Machine Learning Software, Free Statistical Software, Python Scientific Libraries
  • Weka by University of Waikato

    Waikato Environment for Knowledge Analysis (Weka) is a suite of machine learning software written in Java, developed at the University of Waikato, New Zealand. It is free software licensed under the...

    Latest version of Weka is 3.8.1 (stable) and it was released on 2016-04-14.

    Tags: Data Mining And Machine Learning Software, Free Science Software, Free Software Programmed In Java, Free Data Analysis Software, Free Artificial Intelligence Applications, Software Using The Gpl License
  • Waffles by Michael S. Gashler

    Waffles is a collection of command-line tools for performing machine learning operations developed at Brigham Young University. These tools are written in C++, and are available under the GNU Lesser...

    Tags: Data Mining And Machine Learning Software, Free Science Software, Software Optimization, Free Data Analysis Software
  • Tanagra by Lumière University Lyon 2

    Tanagra is a free suite of machine learning software for research and academic purposes developed by Ricco Rakotomalala at the Lumière University Lyon 2, France. Tanagra supports several standard...

    Latest version of Tanagra is 1.4.50 and it was released on 2013/12/18.

    Tags: Data Mining And Machine Learning Software, Free Science Software, Software Programmed In Java, Free Data Analysis Software
  • MOA by University of Waikato

    Massive Online Analysis (MOA) is a free open-source software project specific for data stream mining with concept drift. It is written in Java and developed at the University of Waikato, New...

    Latest version of MOA is 2014.11 and it was released on 2014/11/30.

    Tags: Data Mining And Machine Learning Software, Free Science Software, Software Programmed In Java, Free Data Analysis Software
  • GATE by ,

    General Architecture for Text Engineering or GATE is a Java suite of tools originally developed at the University of Sheffield beginning in 1995 and now used worldwide by a wide community of...

    Tags: Data Mining And Machine Learning Software, Free Computer Libraries, Free Science Software, Free Software Programmed In Java, Free Integrated Development Environments, Knowledge Representation, Natural Language Processing Toolkits, Ontology Editors
  • Encog Machine Learning Framework by Heaton Research, Inc and contributors

    Encog is a machine learning framework available for Java and .Net. Encog supports different learning algorithms such as Bayesian Networks, Hidden Markov Models and Support Vector Machines. However,...

    Latest version of Encog Machine Learning Framework is 3.4.0 and it was released on 2017-09-01.

    Tags: Neural Network Software, Data Mining And Machine Learning Software, Free Science Software, Software Programmed In Java, Free Data Analysis Software
  • Environment for DeveLoping KDDApplications Supported by IndexStructures by Ludwig Maximilian University of Munich,Heidelberg University,University of Southern Denmark

    ELKI (for Environment for DeveLoping KDD-Applications Supported by Index-Structures) is a knowledge discovery in databases (KDD, "data mining") software framework developed for use in research and...

    Latest version of Environment for DeveLoping KDD-Applications Supported by Index-Structures is 0.7.1 and it was released on 2016-02-11.

    Tags: Data Mining And Machine Learning Software, Free Artificial Intelligence Applications, Free Data Analysis Software, Free Science Software, Free Software Programmed In Java, Software Using The Gnu Agpl License
  • Deeplearning4j

    Deeplearning4j is a deep learning programming library written for Java and the Java virtual machine (JVM) and a computing framework with wide support for deep learning algorithms. Deeplearning4j...

    Latest version of Deeplearning4j is 0.7.2 and it was released on 2016-12-24.

    Tags: Applied Machine Learning, Artificial Neural Networks, Cluster Computing, Data Mining And Machine Learning Software, Deep Learning, Free Science Software, Free Software Programmed In Java, Free Software Programmed In Scala, Free Statistical Software, Hadoop, Image Processing, Information Technology Companies Of The United States, Java Libraries, Java Platform, Java Programming Language Family, Jvm Programming Languages, Machine Learning, Natural Language Processing, Numerical Programming Languages, Open Source Artificial Intelligence, Scala, Software Using The Apache License, Technology Companies Based In The San Francisco Bay Area
  • Aika by Aika Project

    Aika is an open source text mining engine. It can automatically extract and annotate semantic information into text. In case this information is ambiguous, Aika will generate several hypothetical...

    Latest version of Aika is 0.5 and it was released on 2017-06-01.

    Tags: Data Mining And Machine Learning Software, Free Computer Libraries, Free Science Software, Knowledge Representation, Natural Language Processing Toolkits, Neuralnetworksoftware, Crossplatform Software, Java, Free Software Programmed In Java, Linguisticresearchsoftware
  • mlpack

    mlpack is a machine learning software library for C++, built on top of the Armadillo library. mlpack has an emphasis on scalability, speed, and ease-of-use. Its aim is to make machine learning...

    Latest version of mlpack is 2.0.3 and it was released on 2016-07-21.

    Tags: C Libraries, Data Mining And Machine Learning Software, Free Computer Libraries, Free Mathematics Software, Free Science Software, Free Software Programmed In C, Free Statistical Software
  • Microsoft Cognitive Toolkit by Microsoft Research

    Microsoft Cognitive Toolkit, previously known as CNTK and sometimes styled as The Microsoft Cognitive Toolkit, is a deep learning framework developed by Microsoft Research. Microsoft Cognitive...

    Tags: Data Mining And Machine Learning Software, Deep Learning, Free Statistical Software
  • BigDL by Intel

    BigDL is a deep learning framework, developed a.o. by Jason Dai and Sergey Ermolin at...

    Tags: Applied Machine Learning, Artificial Neural Networks, Data Mining And Machine Learning Software, Deep Learning, Free Science Software, Free Statistical Software, Image Processing, Information Technology Companies Of The United States, Machine Learning
  • VIGRA by Ullrich Köthe

    VIGRA is the abbreviation for "Vision with Generic Algorithms". It is a free open source computer vision library which focuses on customizable algorithms and data structures. VIGRA component can be...

    Latest version of VIGRA is 1.11.1 and it was released on 2017-05-20.

    Tags: Computer Vision Software, Data Mining And Machine Learning Software, Free Software Programmed In C
  • ilastik by Christoph Sommer, Christoph Straehle, Thorben Kröger, Bernhard X. Kausler, Ullrich Koethe, Fred A. Hamprecht and others

    ilastik is a user-friendly free open source software for image classification and segmentation. No previous experience in image processing is required to run the...

    Latest version of ilastik is 1.1.7 and it was released on 2015-10-09.

    Tags: Image Segmentation, Computer Vision Software, Data Mining And Machine Learning Software, Free Software Programmed In Python
  • CellCognition by Micheal Held, Christoph Sommer, Daniel Gerlich, Qing Zhong, Bernd Fischer, Thomas Walter, Jan Ellenberg, and others (IMBA,ETHZ,EMBL Heidelberg)

    CellCognition is a free open-source computational framework for quantitative analysis of high-throughput fluorescence microscopy (time-lapse) images in the field of bioimage informatics and systems...

    Latest version of CellCognition is 1.2.5 and it was released on 2012-01-03.

    Tags: Computer Vision Software, Data Mining And Machine Learning Software, Microscopy, Cell Biology, Biochemistry, Free Software Programmed In Python
  • KXEN by KXEN Inc.

    KXEN was an American software company which existed from 1998 to 2013 when it was acquired by SAP...

    Latest version of KXEN is 5.1 and it was released on May 2009.

    Tags: Business Software, Data Mining And Machine Learning Software, Companies Based In San Francisco, Software Companies Based In California, Software Companies Established In 1998, Sap Se Acquisitions
  • SAS by SAS Institute

    SAS (previously "Statistical Analysis System") is a software suite developed by SAS Institute for advanced analytics, multivariate analyses, business intelligence, data management, and predictive...

    Latest version of SAS is 9.4 and it was released on 2013-07-10.

    Tags: 4gl, Articles With Example Code, Business Intelligence, C Software, Data Mining And Machine Learning Software, Data Warehousing, Extract Transform Load Tools, Mathematical Optimization Software, Numerical Software, Proprietary Commercial Software For Linux, Proprietary Crossplatform Software, Science Software For Linux
  • Pipeline Pilot by Accelrys

    Pipeline Pilot is the authoring tool for the Accelrys Enterprise Platform. It is a scientific visual and dataflow programming language, used in various scientific domains, such as cheminformatics...

    Latest version of Pipeline Pilot is 8.5 CU3 and it was released on {{Start date|2012|05||df=yes/no}}.

    Tags: Science Software, Enterprise Application Integration, Extract Transform Load Tools, Bioinformatics Software, Computational Chemistry Software, Computer Vision Software, Data Analysis Software, Data Mining And Machine Learning Software, Data Visualization Software, Laboratory Software, Mass Spectrometry Software, Natural Language Processing Software, Numerical Software, Plotting Software, Proprietary Software, Visual Programming Languages, Articles Created Via The Article Wizard
  • Orange by University of Ljubljana

    Orange is an open-source data visualization, machine learning and data mining toolkit. It features a visual programming front-end for explorative data analysis and interactive data visualization,...

    Latest version of Orange is 3.4.0 and it was released on 2017-03-06.

    Tags: Artificial Intelligence Applications, Crossplatform Free Software, Data Mining And Machine Learning Software, Data Visualization Software, Free Plotting Software, Free Science Software, Free Software Programmed In Python, Numerical Software, Science Software That Uses Qt, Software Using The Gpl License, Time Series Software
  • ND4S NDimensional Arrays for Scala

    ND4S is a free, open-source extension of the Scala programming language operating on the Java Virtual Machine - though it is compatible with both Java and Clojure. ND4S is a scientific computing...

    Latest version of ND4S: N-Dimensional Arrays for Scala is 0.7.2 and it was released on 2016-12-27.

    Tags: Array Programming Languages, Numerical Programming Languages, Data Mining And Machine Learning Software, Free Statistical Software, Java Platform, Java Programming Language Family, Jvm Programming Languages, Scala, Linear Algebra, Numerical Analysis, Computational Statistics, Artificial Neural Networks, Free Software Programmed In Java, Free Science Software, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Free Mathematics Software, Java Libraries, Numerical Software, Cluster Computing, Hadoop, Software Using The Apache License, Free Software Programmed In Scala
  • ND4J NDimensional Arrays for Java by Various

    ND4J is a scientific computing library, written in the programming language C++, operating on the Java virtual machine (JVM), and compatible with the languages Java, Scala, and Clojure. ND4J is for...

    Latest version of ND4J: N-Dimensional Arrays for Java is 0.5.0 and it was released on 2016-08-03.

    Tags: Array Programming Languages, Numerical Programming Languages, Data Mining And Machine Learning Software, Free Statistical Software, Java Platform, Java Programming Language Family, Jvm Programming Languages, Scala, Linear Algebra, Numerical Analysis, Computational Statistics, Artificial Neural Networks, Free Software Programmed In Java, Free Science Software, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Free Mathematics Software, Java Libraries, Numerical Software, Cluster Computing, Hadoop, Software Using The Apache License
  • Aphelion Imaging Software Suite by ADCIS French company

    The Aphelion Imaging Software Suite is a software suite that includes three base products (i.e., Aphelion Lab, Aphelion Dev, and Aphelion ) for addressing image processing and image analysis...

    Latest version of Aphelion Imaging Software Suite is 4.3.2 and it was released on 2015-09-15.

    Tags: 1996 Software, 3d Graphics Software, 3d Imaging, C Libraries, C Software, C Sharp Software, Commercial Computer Vision Systems, Computer Vision Software, Data Mining And Machine Learning Software, Data Visualization Software, Graphics Software, Image Processing Software, Image Segmentation, Medical Imaging, Medical Software, Microscopy, Virtual Reality, Windows Graphicsrelated Software
  • MATLAB by MathWorks

    MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment. A proprietary programming language developed by MathWorks, MATLAB allows matrix manipulations, plotting of functions...

    Latest version of MATLAB is R2017b and it was released on 2017-09-20.

    Tags: Array Programming Languages, Articles With Example Matlaboctave Code, C Software, Computer Algebra System Software For Linux, Computer Algebra System Software For Macos, Computer Algebra System Software For Windows, Computer Algebra Systems, Computer Vision Software, Crossplatform Software, Data Mining And Machine Learning Software, Data Visualization Software, Datacentric Programming Languages, Dynamically Typed Programming Languages, Econometrics Software, Highlevel Programming Languages, Irix Software, Linear Algebra, Mathematical Optimization Software, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Numerical Linear Algebra, Numerical Programming Languages, Numerical Software, Parallel Computing, Plotting Software, Proprietary Commercial Software For Linux, Proprietary Crossplatform Software, Regression And Curve Fitting Software, Software Modeling Language, Statistical Programming Languages, Time Series Software
  • Wolfram Mathematica by Wolfram Research

    Wolfram Mathematica (usually termed Mathematica, Mathematica software suite) is a mathematical symbolic computation program, sometimes termed a computer algebra system or program, used in many...

    Tags: 1988 Software, Astronomical Databases, Computational Notebook, Computer Algebra System Software For Linux, Computer Algebra System Software For Macos, Computer Algebra System Software For Windows, Computer Algebra Systems, Crossplatform Software, Data Mining And Machine Learning Software, Earth Sciences Graphics Software, Econometrics Software, Formula Editors, Interactive Geometry Software, Mathematical Optimization Software, Mathematical Software, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Numerical Programming Languages, Numerical Software, Physics Software, Pirelated Software, Plotting Software, Proprietary Commercial Software For Linux, Proprietary Crossplatform Software, Regression And Curve Fitting Software, Simulation Programming Languages, Software That Uses Qt, Statistical Programming Languages, Theorem Proving Software Systems, Time Series Software, Wolfram Research
  • RapidMiner by RapidMiner

    RapidMiner is a data science software platform developed by the company of the same name that provides an integrated environment for data preparation, machine learning, deep learning, text mining,...

    Latest version of RapidMiner is 7.5 and it was released on 2017-05-03.

    Tags: Computer Vision Software, Data Mining And Machine Learning Software, Image Processing, Neuroscience, Neuroimaging Software, Research And Development In Germany, Software Using The Gnu Agpl License
  • DADiSP by DSP Development Corporation

    DADiSP (Data Analysis and Display, pronounced day-disp) is a numerical computing environment developed by DSP Development Corporation which allows one to display and manipulate data series, matrices...

    Latest version of DADiSP is DADiSP 6.7 B02 and it was released on 2017-01-17.

    Tags: Data Analysis Software, Datacentric Programming Languages, Data Mining And Machine Learning Software, Numerical Linear Algebra, Data Visualization Software, Statistical Programming Languages, C Software, Software Modeling Language
  • GNU Octave by John W. Eaton and many others

    GNU Octave is software featuring a high-level programming language, primarily intended for numerical computations. Octave helps in solving linear and nonlinear problems numerically, and for...

    Latest version of GNU Octave is 4.2.1 and it was released on Feb 24, 2017.

    Tags: Array Programming Languages, Articles With Example Matlaboctave Code, Crossplatform Free Software, Data Analysis Software, Data Mining And Machine Learning Software, Free Educational Software, Free Mathematics Software, Free Software Programmed In C, Gnu Project Software, Highpriority Free Software Projects, Numerical Analysis Software For Linux, Numerical Analysis Software For Macos, Numerical Analysis Software For Windows, Numerical Programming Languages, Science Software That Uses Qt, Software That Uses Qt
  • Quantcast File System by Sriram Rao, Michael Ovsiannikov, Quantcast

    Quantcast File System (QFS) is an open-source distributed file system software package for large-scale MapReduce or other batch-processing workloads. It was designed as an alternative to the Apache...

    Latest version of Quantcast File System (QFS) is 1.1.4 and it was released on 2015-03-05.

    Tags: Hadoop, Free System Software, Distributed File Systems
  • Impala by Apache Software Foundation

    Apache Impala (incubating) is an open source massively parallel processing (MPP) SQL query engine for data stored in a computer cluster running Apache Hadoop. Impala has been described as the...

    Tags: Cloud Platforms, Free System Software, Hadoop
  • Cascading

    Cascading is a software abstraction layer for Apache Hadoop and Apache Flink. Cascading is used to create and execute complex data processing workflows on a Hadoop cluster using any JVM-based...

    Tags: Free Software Programmed In Java, Free System Software, Cloud Infrastructure, Hadoop