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All releases tagged Stable

• 
• 0.5

• 
•  08 Nov 2012 02:44
• 

• Stable
• Major

Release Notes: This release adds coordinate descent-based LASSO and makes SVM classification much faster (a 2.5x speedup on the yeast UCI dataset).

• 
• 0.3.4

• 
•  01 Nov 2010 09:34
• 

• Stable
• Minor

Release Notes: Random forest learners were added. Decision trees were sped up by 20 times. Gridsearch is much faster since it finds an optimum without computing all folds.

• 
• 0.3.3

• 
•  23 Oct 2010 05:46
• 

• Stable
• Minor

Release Notes: A missing file that prevented installation was included.

• 
• 0.3.2

• 
•  20 Oct 2010 10:12
• 

• Stable
• Minor

Release Notes: The dependency on scipy was minimized. Self-organizing maps were added. An important bug was fixed in repeated_kmeans. Feature selection is faster.

• 
• 0.3.1

• 
•  27 Sep 2010 04:20
• 

• Stable
• Documentation
• Minor

Release Notes: This release fixes sparse non-negative matrix factorization. It has a mean grouped classifier, updates the multi-classifier to a newer interface, and has better testing and documentation.

• 
• 0.3

• 
•  24 Sep 2010 08:33
• 

• Stable

Release Notes: The dependency on scipy.weave was removed. The namespace was made flatter. K-means was made faster. Affinity propagation was borrowed from scikits-learn and slightly improved. pdist() was added.

• 
• 0.2.1

• 
•  14 Sep 2010 03:59
• 

• Stable
• Minor

Release Notes: Bugfixes, faster kmeans, and improvements to nfoldcrossvalidation.