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Commits on Apr 14, 2016

• exten"t" instead "d" on p.23

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Commits on Apr 13, 2016

• pep 8 and python scripts -- last part

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Commits on Apr 12, 2016

• pep8 and py scripts part 2

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• remove redundant pyscripts

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• pep8 and py scripts part1

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Commits on Apr 2, 2016

• softmax regression bonus notebook

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• clarify threshold vs bias and +10 for Jeremy N.

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Commits on Apr 1, 2016

• adding a note about the net input function

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Commits on Mar 31, 2016

• addit. note about gridsearch refit

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Commits on Mar 26, 2016

• adjustments for upcoming revision

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• value fixes to reflect the upcoming errata

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Commits on Mar 25, 2016

• notes and updates for matplotlib 1.5.1

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• set encoding to utf-8

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• fix random state

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• re-initializing pipe_lr for clarity

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• rotated lda

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• additional notes for clarification

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Commits on Mar 24, 2016

• bonus nb: scikit-learn and model persistence via JSON

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• bonus nb: scikit-learn and model persistence via JSON

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Commits on Mar 12, 2016

• linewidths and pep8 check

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Commits on Mar 7, 2016

• swap x/y labels in img

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Commits on Feb 21, 2016

• conf matrix clarification

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Commits on Feb 10, 2016

• typo fixes in the jupyter instructions

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Commits on Feb 9, 2016

• added IPython/Jupyter notebook setup instructions

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Commits on Feb 3, 2016

• wine data desc

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• added additional dataset descriptions

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Commits on Feb 1, 2016

• fixing a broken section link

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Commits on Jan 28, 2016

• remove redundant line from ipynb

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Commits on Jan 27, 2016

• raise correct error in ensemble classifier

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Commits on Jan 25, 2016

• added alternative links to UCI datasets

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Commits on Jan 23, 2016

• added link to the webapp example

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Commits on Jan 20, 2016

• added explanation about the GridSearchCV best_score_ attribute

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Commits on Jan 16, 2016

• upd reinforcement figure

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Commits on Jan 12, 2016

• changed basepath

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• compatibility note for ch08 encoding

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