[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/[:MatrixMultiply:matrix-matrix multiply]
- Soving linear systems
[:GraphAndMatrices: Scientific graphs]
- Information retrieval
- Sorting
Finding [:EigenValuesAndEigenVectors: eigenvalues and eigenvectors]
- Computer graphics and computational geometry
- Matrix multiply
- Computing matrix determinate
General Information
[http://incubator.apache.org/hama Hama Homepage]
Hama [:Architecture: Architecture] and 0.1 Plans – 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]
Hama [:PerformanceEvaluation: Performance Evaluation]
User Documentation
- Examples
[:MatMult: Matrix Multiplication]
Developer Documentation
[:HowToContribute: How to contribute]
[:Jira: Jira] usage guidelines
[:BecomingDeveloper: Becoming a developer]
[:HowToCommit: How to commit]