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Python Machine Learning By Example

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Python Machine Learning By Example

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Total Size

89.6 MB

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44

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28761F414FB186B00AEAF39B1C9752DB56B211EA

/Python Machine Learning By Example/

Python Machine Learning By Example.mobi

45.8 MB

Downloaded from BookRAR.Org.txt

0.1 KB

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0.2 KB

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0.6 KB

Python Machine Learning By Example/

BookRAR.Org.txt

0.1 KB

Python Machine Learning By Example.epub

22.3 MB

Python Machine Learning By Example.pdf

19.6 MB

/Code/

.gitattributes

0.4 KB

.gitignore

0.6 KB

LICENSE

1.1 KB

README.md

2.9 KB

/Code/Chapter02/

0_getting.py

0.3 KB

1viz_words.py

0.5 KB

2clean_words.py

0.8 KB

3post_clustering.py

1.0 KB

4topic_model.py

1.1 KB

/Code/Chapter02/.ropeproject/

config.py

3.5 KB

globalnames

1.0 KB

history

0.0 KB

objectdb

2.3 KB

/Code/Chapter03/

email_spam.py

10.5 KB

/Code/Chapter04/

1email_spam_tfidf_submit.py

2.7 KB

2topic_categorization.py

5.2 KB

3plot_rbf_kernels.py

1.2 KB

4ctg.py

1.2 KB

CTG.xls

1.7 MB

/Code/Chapter05/

1decision_tree_submit.py

10.0 KB

2avazu_ctr.py

2.1 KB

/Code/Chapter06/

1one_hot_encode.py

2.2 KB

2logistic_function.py

0.8 KB

3logistic_regression_from_scratch.py

7.7 KB

4random_forest_feature_selection.py

1.7 KB

5scikit_logistic_regression.py

5.4 KB

/Code/Chapter07/

1stock_price_prediction.py

7.6 KB

2linear_regression.py

4.7 KB

3decision_tree_regression.py

7.2 KB

4support_vector_regression.py

0.4 KB

/Code/Chapter08/

1imputation.py

3.2 KB

2feature_selection.py

1.1 KB

3dimensionality_reduction.py

0.6 KB

4generic_feature_engineering.py

0.3 KB

5save_reuse_monitor_model.py

1.0 KB

regressor.p

38.9 KB

scaler.p

0.7 KB

 

Total files 44


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