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Commits on Aug 18, 2014

• DOC Improve code documentation. Add README

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• RFCT Simpler code. Match other scripts

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Commits on Aug 17, 2014

• DOC Add documentation to the code

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• ENH Repeat figure4_5 using sklearn

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• RFCT Improve code & documentation

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Commits on Aug 16, 2014

• RFCT Use predict() with 2D inputs on all files

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• RFCT Use predict on 2d arrays instead of loop

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• ENH Use sklearn for figure 1

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• ENH Use sklearn instead of raw numpy for LR

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• MIN Preprocess Wikipedia data

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• ENH Write to a file, not stdout

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Commits on Aug 15, 2014

• ENH Build word cloud. More comments

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Commits on Aug 14, 2014

• ENH Use jug to improve on ch10 script

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• DOC Better structure. Better documentation

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Commits on Aug 13, 2014

• ENH Plot accuracy as function of KNN parameter

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Commits on Aug 11, 2014

• ENH Demonstrate feature prescaling

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Commits on Aug 8, 2014

• ENH Complete image dataset

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Commits on Jul 31, 2014

• ENH Use sklearn for KNN & cross-validation

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Commits on Jul 22, 2014

• MIN Name download script like in other chapters

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Commits on Jul 19, 2014

• MIN Do not output iris dataset

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Commits on Jul 12, 2014

• Adding noise analysis

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• Renamed mlcomp to 20news

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• Reworked for 2nd edition

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Commits on Jul 10, 2014

• Fix annoying typo that confused the readers

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• Merge branch 'master' of https://github.com/luispedro/BuildingMachineLearningSystemsWithPython

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Commits on Jul 4, 2014

• ENH Use function names that match scikit-learn

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• MIN Use object syntax instead of indexing

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Commits on Jul 2, 2014

• RFCT simplified code

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• RFCT anchor/link naming; FIX filenames

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• RFCT autopep

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Commits on Jun 23, 2014

• RFCT py3k compliant

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Commits on Jun 14, 2014

• RFCT Better use of matplotlib

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• ENH Load Lena image with mahotas.demos.load

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• BUG Update paths to current location of data

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• ENH Support Python 3

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