Apache Mahout Alternatives
Apache Mahout
Apache Mahout is an Apache project to produce free implementations of distributed or otherwise scalable machine learning algorithms on the Hadoop platform. Mahout is a work in progress; the number of implemented algorithms has grown quickly, but there are still various algorithms 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. Integration with initiatives such as the Pregel-like Giraph are actively under discussion.External links EC2 AMI with Hadoop and Mahout Giraph - a Graph processing infrastructure that runs on Hadoop (see Pregel). Pregel - Google's internal graph processing platform, released details in ACM paper.
Best Apache Mahout Alternatives
If you want similar software to Apache Mahout, we have a list for that. Are there Apache Mahout alternatives out there? Let's find out.
WEKA
FreeOpen SourceMacWindowsLinuxWeka is a collection of machine learning algorithms for data mining tasks; with its own GUI. (The application is named after a flightless bird of New Zealand that is...
Features:
- Data Mining
- Machine Learning
ELKI
FreeOpen SourceMacWindowsLinuxELKI: "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It...
Features:
- Clustering
- Data Mining
- Data science
- Machine Learning
- Portable
KEEL
FreeMacWindowsLinuxBSDKEEL is an open source (GPLv3) Java software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern...
Features:
- Clustering
- Data Mining
SIMON
FreeOpen SourceMacWindowsLinuxSelf-HostedSIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform.
Features:
- Clustering
- Data analytics
- Data science
- Machine Learning
- Predictive Modeling
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