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O'Reilly book by Matt Harrison. Working with Structured Data in Python

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Machine-Learning-Pocket-Reference

O'Reilly book by Matt Harrison. Working with Structured Data in Python.

Dataset

http://biostat.mc.vanderbilt.edu/wiki/pub/Main/DataSets/titanic3.xls

Libraries

import autosklearn, catboost, category_encoders, dtreeviz, eli5, fancyimpute, fastai, featuretools, glmnet_py, graphviz, hdbscan, imblearn, janitor, lime, matplotlib, missingno, mlxtend, numpy, pandas, pdpbox, phate, pydotplus, rfpimp, scikitplot, scipy, seaborn, shap, sklearn, statsmodels, tpot, treeinterpreter, umap, xgbfir, xgboost, yellowbrick

pip install auto-sklearn catboost category_encoders dtreeviz eli5 fancyimpute fastai featuretools glmnet_py graphviz hdbscan imblearn pyjanitor lime matplotlib missingno mlxtend numpy pandas pdpbox phate pydotplus rfpimp scikit-plot scipy seaborn shap sklearn statsmodels tpot treeinterpreter umap-learn xgbfir xgboost yellowbrick

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O'Reilly book by Matt Harrison. Working with Structured Data in Python

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