[http://incubator.apache.org/hama Hama] is a parallel matrix computation package currently in incubation with Apache. It is a library of matrix operations for large-scale processing and development environments as well as a [http://wiki.apache.org/hadoop/HadoopMapReduce Map/Reduce] framework for a large-scale numerical analysis and data mining, that need the intensive computation power of matrix inversion, e.g., linear regression, PCA, SVM and etc. It will be useful for many scientific applications, e.g., physics computations, linear algebra, computational fluid dynamics, statistics, graphic rendering and many more.
- Scientific simulation and modeling
- Matrix-vector/matrix-matrix multiply
- Soving linear systems
- Collaborative filtering/recommendation systems
- Information retrieval
- Sorting
- Finding eigenvalues and eigenvectors
- Computer graphics and computational geometry
- Matrix multiply
- computing matrix determinate
News
A [:ScaLAPACK: meeting] with Professor Choi J., a member of [http://www.netlib.org/scalapack/ ScaLAPACK] team - 2008/06/23
General Information
[http://incubator.apache.org/hama Hama Homepage]
Hama [:Architecture: Architecture] – Work in progress
[:DSL: Hama DSL] (Domain Specific Language) in Groovy – Work in progress
[:Shell: Hama Shell] – Work in progress
[:Presentations: Presentations] and [:Articles: Articles] about Hama
[:GettingStarted: Getting Started with Hama]
[:MailingLists: Hama Mailing Lists]
[:IRC: Hama IRC Channel]
User Documentation
- Examples
[:WordCountMatrix: Word Count Matrix] – Work in progress
- Tutorials with Hama
[:TraditionalCollaborativeFiltering: Traditional Collaborative Filtering] – Work in progress
Developer Documentation
- Roadmaps
Plans/Roadmap for [:Hama-0.1: Hama-0.1]
[:HowToContribute: How to contribute]
[:Jira: Jira] usage guidelines
[:BecomingDeveloper: Becoming a developer]
[:HowToCommit: How to commit]