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Commits on Sep 28, 2022

• update README.md

  mrcreasey

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Commits on Sep 27, 2022

• update README.md

  mrcreasey

  committed
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• update README.md

  mrcreasey

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• move powerpoint presentation to support

  mrcreasey

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• add presentation slides format PDF

  mrcreasey

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Commits on Feb 28, 2022

• update presentation

  mrcreasey

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• Update tables of contents

  mrcreasey

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• version de 2022_02_26_11_57

  mrcreasey

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• clean up Pélec_01_notebook

  mrcreasey

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• project info on interpretability

  mrcreasey

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Commits on Feb 26, 2022

• reference to collinearity VIF transformer

  mrcreasey

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• Pélec_02_code before deleting unused code

  mrcreasey

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Commits on Feb 23, 2022

• presentation first draft

  mrcreasey

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• save to images/notebook

  mrcreasey

  committed
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• Merge minimal to Pélec_02_code.ipynb

  mrcreasey

  committed
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Commits on Feb 22, 2022

• remove has_parking (VIF high for log)

  mrcreasey

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• correct orthography

  mrcreasey

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Commits on Feb 21, 2022

• add shap to requirements

  mrcreasey

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• change PrimaryUseType to LargestUseType in code

  mrcreasey

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Commits on Feb 17, 2022

• from math import abs

  mrcreasey

  committed
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Commits on Feb 11, 2022

• remove xxLargestPropertyUseType columns (high VIF)

  mrcreasey

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Commits on Feb 10, 2022

• add transformers (add_features, highVIF, colinear)

  mrcreasey

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Commits on Feb 9, 2022

• create feature engineering pipeline

  mrcreasey

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Commits on Feb 7, 2022

• full run on all regressors

  mrcreasey

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• move all feature engineering to Pelec_01_notebook

  mrcreasey

  committed
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Commits on Feb 3, 2022

• add ensemble Regressors (RandomForest, AdaBoost..)

  mrcreasey

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• add hyperparameter plot_learning_curve

  mrcreasey

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Commits on Feb 2, 2022

• add ExtraTreesRegressor, test normality residuals

  mrcreasey

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• add visualisation of DecisionTree

  mrcreasey

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Commits on Feb 1, 2022

• add DecisionTreeRegressor

  mrcreasey

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• add KernelRidge(kernel='poly',degree=2)

  mrcreasey

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• add non-linear KernelRidge and SVR(kernel='rbf')

  mrcreasey

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• add RidgeCV, LassoCV, ElasticNetCV

  mrcreasey

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• add linear regression

  mrcreasey

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• add dummy regressor (baseline)

  mrcreasey

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