- General
- Developers
- Mahout-Samsara
- Algorithms
- List of algorithms
- Distributed Matrix Decomposition
- Cholesky QR
- SSVD
- Distributed ALS
- SPCA
- Recommendations
- Recommender Overview
- Intro to cooccurrence-based
recommendations with Spark - Classification
- Spark Naive Bayes
- MapReduce Basics
- List of algorithms
- Overview
- Working with text
- Creating vectors from text
- Collocations
- Dimensionality reduction
- Singular Value Decomposition
- Stochastic SVD
- Topic Models
- Latent Dirichlet Allocation
- Mahout MapReduce
- Classification
- Naive Bayes
- Hidden Markov Models
- Logistic Regression (Single Machine)
- Random Forest
- Classification Examples
- Breiman example
- 20 newsgroups example
- SGD classifier bank marketing
- Wikipedia XML parser and classifier
- Clustering
- k-Means
- Canopy
- Fuzzy k-Means
- Streaming KMeans
- Spectral Clustering
- Clustering Commandline usage
- Options for k-Means
- Options for Canopy
- Options for Fuzzy k-Means
- Clustering Examples
- Synthetic data
- Cluster Post processing
- Cluster Dumper tool
- Cluster visualisation
- Recommendations
- First Timer FAQ
- A user-based recommender
in 5 minutes - Matrix factorization-based
recommenders - Overview
- Intro to item-based recommendations
with Hadoop - Intro to ALS recommendations
with Hadoop
Version control access
The Mahout source is mirrored in the Apache Mahout GitHub repository.
Web Access (read-only)
The source code can be browsed via the Web at https://github.com/apache/mahout.
Anonymous Access (read-only)
The Git URL for anonymous users is https://github.com/apache/mahout.git.
Committer Access (read-write)
The Git URL for committers is https://git-wip-us.apache.org/repos/asf/mahout.git.
Mahout Website
The Mahout website resides in the Apache SVN repository.
The SVN URL for the Mahout site is: https://svn.apache.org/repos/asf/mahout/site.
The Mahout website can be edited via the ASF CMS Editor or by checking out the source locally from SVN. A handy tool for publising the website locally while editing is available here.
Issues
All bugs, improvements, pull requests, etc. should be logged in our issue tracker.