feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
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최종 버전 다운로드 (.zip)- 02.02_Binning.ipynb
- 02.03-06_Counts.ipynb
- 02.06-11_Log-Transformation_prediction.ipynb
- 02.12-14_Box-Cox_Transform.ipynb
- 02.12_Power_Transforms.ipynb
- 02.17_Interaction_Features_Example.ipynb
- 03.01_Count_words.ipynb
- 03.02_Chunking_and_POS_Tagging.ipynb
- 04.01-06_Tf-idf.ipynb
- 05.01-02_Regression_on_Categorical_Variable.ipynb
- 05.05_Feature_Hashing.ipynb
- 05.06_Bin_Counting.ipynb
- 06.01_PCA_on_MNIST_digits.ipynb
- 07.00_Swiss_roll.ipynb
- 07.01-02_K-means.ipynb
- 07.03-05_K-means_featurization.ipynb
- 08.01_HOG_image_features.ipynb
- 08.02_Gaussian_filter.ipynb
- 09.01-05_[End-to-End_Example]_Recommender_Take_1.ipynb
- 09.06-14_[End-to-End_Example]_Recommender_Take_2.ipynb
- kmeans_featurizer.py
- LICENSE
- README.md
// repository documentation
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