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Apache Mahout

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Mahout's goal is to build scalable, Apache licensed machine learning libraries. Initially, we are interested in building out the ten machine learning libraries detailed in nips06-mapreducemulticore.pdf using Hadoop. While these algorithms are our initial focus, we welcome contributions of other machine learning approaches.

Interested in helping? See the Wiki or send us an email. Also note, we are just getting off the ground, so please be patient as we get the various infrastructure pieces in place.
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Thread (1016 Threads) Rating Replies Last Message Child Forum

Feature Extraction for TU Berlin Winter of Code project by Max Heimel
4
by Grant Ingersoll-6

Using Restricted Boltzmann for clustering by prasenjit mukherjee-...
2
by Olivier Grisel-3

Mahout and OSGi by Sam Chance
1
by Ted Dunning

[jira] Created: (MAHOUT-211) DenseMatrix.getRow() and getColumn() return deep copies of the data by JIRA jira@apache.org
2
by JIRA jira@apache.org

NYC Search & Discovery Meetup by Otis Gospodnetic
0
by Otis Gospodnetic

TU Berlin Winter of Code Project - II. Layer: Preprocessing by Marc Hofer-2
8
by Julien Nioche-4

[jira] Updated: (MAHOUT-11) Static fields used throughout clustering code (Canopy, K-Means). by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-143) Refactor Hadoop deprecations by JIRA jira@apache.org
5
by JIRA jira@apache.org

Mahout on Hadoop by Harjeet88
8
by srowen

NMF for Taste by Otis Gospodnetic
10
by Jake Mannix

[jira] Created: (MAHOUT-206) Separate and clearly label different SparseVector implementations by JIRA jira@apache.org
21
by JIRA jira@apache.org

mahout examples by Patterson, Josh
20
by Patterson, Josh

[jira] Created: (MAHOUT-204) Better integration of Mahout matrix capabilities with Colt Matrix additions by JIRA jira@apache.org
17
by JIRA jira@apache.org

Publish code quality reports on web-site? by Isabel Drost-4
5
by deneche abdelhakim-3

[jira] Updated: (MAHOUT-11) Static fields used throughout clustering code (Canopy, K-Means). by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-210) Publish code quality reports through maven by JIRA jira@apache.org
0
by JIRA jira@apache.org

Mahout/Taste covariance between two items by jamborta
7
by jamborta

Mahout and DAO connection by Johan Fredholm
7
by srowen

how to join by shayanchris
1
by Gérard Dupont

[jira] Commented: (MAHOUT-11) Static fields used throughout clustering code (Canopy, K-Means). by JIRA jira@apache.org
0
by JIRA jira@apache.org

Announcement : Behemoth available on Google Code by Julien Nioche-4
0
by Julien Nioche-4

SVM algo, code, etc. by mike bowles
4
by Isabel Drost-4

A question about the naming of the cluster and points in synthetic data cluster by Liang Chenmin
1
by Shashikant Kore

eclipse codestyle.xml? by Drew Farris
4
by Drew Farris

Taste speed by Otis Gospodnetic
10
by srowen

[jira] Created: (MAHOUT-209) Add aggregate() methods for Vector by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-208) Vector.getLengthSquared() is dangerously optimized by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-207) AbstractVector.hashCode() should not care about the order of iteration over elements by JIRA jira@apache.org
16
by JIRA jira@apache.org

[jira] Created: (MAHOUT-201) OrderedIntDoubleMapping / SparseVector is unnecessarily slow by JIRA jira@apache.org
7
by JIRA jira@apache.org

Moving ahead to Hadoop 0.22 by srowen
4
by Ted Dunning

vector generation by Patterson, Josh
1
by Grant Ingersoll-6

[jira] Created: (MAHOUT-103) Co-occurence based nearest neighbourhood by JIRA jira@apache.org
27
by JIRA jira@apache.org

[jira] Updated: (MAHOUT-11) Static fields used throughout clustering code (Canopy, K-Means). by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-205) Pull Writable (and anything else hadoop dependent) out of the matrix module by JIRA jira@apache.org
0
by JIRA jira@apache.org

[jira] Created: (MAHOUT-165) Using better primitives hash for sparse vector for performance gains by JIRA jira@apache.org
119
by JIRA jira@apache.org
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