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Commits on Apr 23, 2022

• Fix typo

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Commits on Apr 15, 2021

• update scree plot

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Commits on Feb 22, 2021

• Update figsize and use tight layout

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Commits on Jan 14, 2021

• Add navigation in jupyter notebooks.

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• Link references to other notebooks.

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Commits on Jan 1, 2021

• Update READMEs

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• Updating markdown cells.

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Commits on Dec 31, 2020

• Add chapter 10 README

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Commits on Dec 24, 2020

• Fix link

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• Add README for chapter 10 data

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Commits on Oct 13, 2020

• Include table breaking down polynomial features results.

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Commits on Oct 10, 2020

• Switch to displot()

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Commits on Aug 27, 2020

• Fix references.

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Commits on Aug 16, 2020

• Clean up notebooks and isolate visual aid.

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Commits on Jul 15, 2019

• Align quotes.

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Commits on May 18, 2019

• Improve documentation in notebooks and change some examples/exercises in chapter 10.

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Commits on May 17, 2019

• Switching from utils files to ml_utils package.

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Commits on May 12, 2019

• Update docstrings and add preprocessing notebook.

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Commits on May 11, 2019

• Including precision-recall curves and sample ROC curves in notebook. Updating exercises.

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Commits on May 4, 2019

• Fix docstrings in utils and update correlation matrix heatmaps.

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Commits on May 2, 2019

• Update utils.py functions to return axes where possible.

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Commits on Apr 20, 2019

• Move solutions from chapter directories to solutions directory.

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Commits on Mar 30, 2019

• Add scree plots.

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• Updating ROC curves.

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Commits on Mar 17, 2019

• Add chapter 10 exercises. Rearrange chapter 10 content.

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Commits on Mar 10, 2019

• Add imblearn to ch 10 classification and use decision tree regressor.

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Commits on Mar 9, 2019

• Split ML optimizations into separate chapter.

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