├── .gitattributes ├── .gitignore ├── Chapter01 ├── EnsembleMethodsForClassification.ipynb └── EnsembleMethodsForRegression.ipynb ├── Chapter02 ├── ComparingModelsWithCrossValidation.ipynb ├── Hyper-ParameterTuning.ipynb └── K-Fold Cross Validation.ipynb ├── Chapter03 ├── Section3_1.ipynb ├── Section3_2.ipynb ├── Section3_3.ipynb └── Section3_4.ipynb ├── Chapter04 └── Section4.ipynb ├── Chapter05 ├── Section5_1.ipynb ├── Section5_2.ipynb └── Section5_3.ipynb ├── LICENSE ├── README.md └── data ├── credit_card_default.csv └── diamonds.csv /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter01/EnsembleMethodsForClassification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter01/EnsembleMethodsForClassification.ipynb -------------------------------------------------------------------------------- /Chapter01/EnsembleMethodsForRegression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter01/EnsembleMethodsForRegression.ipynb -------------------------------------------------------------------------------- /Chapter02/ComparingModelsWithCrossValidation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter02/ComparingModelsWithCrossValidation.ipynb -------------------------------------------------------------------------------- /Chapter02/Hyper-ParameterTuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter02/Hyper-ParameterTuning.ipynb -------------------------------------------------------------------------------- /Chapter02/K-Fold Cross Validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter02/K-Fold Cross Validation.ipynb -------------------------------------------------------------------------------- /Chapter03/Section3_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter03/Section3_1.ipynb -------------------------------------------------------------------------------- /Chapter03/Section3_2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter03/Section3_2.ipynb -------------------------------------------------------------------------------- /Chapter03/Section3_3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter03/Section3_3.ipynb -------------------------------------------------------------------------------- /Chapter03/Section3_4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter03/Section3_4.ipynb -------------------------------------------------------------------------------- /Chapter04/Section4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter04/Section4.ipynb -------------------------------------------------------------------------------- /Chapter05/Section5_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter05/Section5_1.ipynb -------------------------------------------------------------------------------- /Chapter05/Section5_2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter05/Section5_2.ipynb -------------------------------------------------------------------------------- /Chapter05/Section5_3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/Chapter05/Section5_3.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/README.md -------------------------------------------------------------------------------- /data/credit_card_default.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/data/credit_card_default.csv -------------------------------------------------------------------------------- /data/diamonds.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Predictive-Analytics-with-scikit-learn-and-TensorFlow/HEAD/data/diamonds.csv --------------------------------------------------------------------------------