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Commits on Jul 5, 2017

• update syntax to keras 2

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• clarify weight zero effect in perceptron

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Commits on Jun 22, 2017

• note about multiprocessing on win

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Commits on Jun 9, 2017

• neuralnet-mlp standalone code

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Commits on Jun 1, 2017

• cat movieclassifier files into notebook for easier reference

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Commits on May 14, 2017

• use iloc instead of deprecated ix

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Commits on Apr 30, 2017

• change mlxtend.evaluate references to mlxtend.plotting

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Commits on Apr 25, 2017

• reference to numpy.linalg.eigh correctly

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Commits on Apr 9, 2017

• note about keras via conda-forge

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• use probas in roc_auc_score and add note about memory view

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Commits on Mar 11, 2017

• run chapters with most recent libraries 2017-03-10

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Commits on Mar 6, 2017

• add iris data back

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• add edgecolor to plot_decision_regions for matplotlib 2.0

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Commits on Mar 1, 2017

• pydotplus

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Commits on Jan 23, 2017

• fix link to running_jupyter_nb

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Commits on Jan 20, 2017

• Merge branch 'master' of https://github.com/rasbt/python-machine-learning-book

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• jupyter help slides

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Commits on Jan 19, 2017

• jupiter -> jupyter

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Commits on Jan 6, 2017

• clarify somepackage in installation instruction #40

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Commits on Jan 4, 2017

• add missing line to cell 16/17

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Commits on Dec 30, 2016

• fix typo in additional comment section

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Commits on Dec 27, 2016

• clarify cost_ in the docstrings

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Commits on Dec 13, 2016

• new ipynb internal link formatting

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Commits on Nov 11, 2016

• fix shape deprecation warning

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• disable tight layout

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Commits on Nov 10, 2016

• add os import to optional scripts

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Commits on Oct 25, 2016

• additional figure on softmax

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• use np.sign in l1

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Commits on Oct 24, 2016

• alt. new tree layout

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Commits on Oct 18, 2016

• use .reshape(1, -1) for single sample in new sklearn to avoid depr warning

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Commits on Oct 15, 2016

• numpy tutorial link

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Commits on Oct 13, 2016

• appendix with logistic regression as solution to chapter 3 exercise

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Commits on Sep 30, 2016

• add sklearn 0.18 layer to scripts

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• adding alternative syntax for sklearn 0.18

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Commits on Sep 21, 2016

• add note about random weights

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