Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) + Code - 2020

File Name

Size

Code/chapter2/ml-10m.zip

62 MB

Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.epub

12 MB

Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.pdf

12 MB

Code/chapter13/warpeace_input.txt

3.1 MB

Code/chapter3/CTG.xls

1.7 MB

Code/Software and hardware list.pdf

118 kB

Code/chapter4/decision_tree_implementation.py

10 kB

Code/chapter8/stock_prediction.py

7.7 kB

Code/chapter7/stock_prediction.py

6.7 kB

Code/chapter7/decision_tree_regression.py

6.7 kB

Code/chapter2/movie_recommendation.py

5.9 kB

Code/chapter5/logistic_regression_from_scratch.py

5.9 kB

Code/chapter5/scikit_logistic_regression.py

4.2 kB

Code/chapter7/get_dji_data.py

3.8 kB

Code/chapter12/classify_image_augmentation.py

3.8 kB

Code/chapter13/text_gen_rnn.py

3.7 kB

Code/chapter2/naive_bayes.py

3.7 kB

Code/chapter6/ctr.py

3.6 kB

Code/chapter7/linear_regression.py

3.5 kB

Code/chapter12/classify_clothing_image.py

3.3 kB

Code/chapter14/on_policy_mc_control.py

3.1 kB

Code/chapter8/neural_network.py

3.0 kB

Code/chapter6/ctr_interaction.py

2.8 kB

Code/chapter14/value_iteration.py

2.8 kB

Code/chapter14/policy_iteration.py

2.7 kB

Code/chapter11/imputation.py

2.7 kB

Code/chapter6/ctr_hashing.py

2.6 kB

Code/chapter14/taxi_q_learning.py

2.6 kB

Code/chapter3/face_recognition_svm.py

2.4 kB

Code/chapter13/sentiment_rnn.py

2.4 kB

Code/chapter4/avazu_ctr.py

2.1 kB

Code/chapter10/kmeans_newsgroups.py

2.0 kB

Code/chapter5/logistic_regression_tf.py

2.0 kB

Code/chapter9/tSNE.py

1.9 kB

Code/chapter10/kmeans_from_scratch.py

1.8 kB

Code/chapter3/svm_example.py

1.6 kB

Code/chapter5/encoding.py

1.6 kB

Code/chapter14/mc_policy_evaluation.py

1.5 kB

Code/chapter10/lda_newsgroups.py

1.4 kB

Code/chapter10/nmf_newsgroups.py

1.3 kB

Code/chapter5/random_forest_feature_selection.py

1.3 kB

Code/chapter9/thinking_about_features.py

1.3 kB

Code/chapter11/feature_selection.py

1.3 kB

Code/chapter9/exploring_nlp.py

1.3 kB

Code/chapter3/plot_rbf_kernels.py

1.3 kB

Code/chapter7/regression_evaluation.py

1.3 kB

Code/chapter11/save_reuse_monitor_model.py

1.2 kB

Code/chapter3/ctg.py

1.1 kB

Code/chapter14/simulate_frozenlake.py

1.1 kB

Code/LICENSE

1.0 kB

Code/chapter5/logistic_function.py

1.0 kB

Code/chapter4/avazu_ctr_xgboost.py

988 B

Code/chapter10/kmeans_elbow.py

909 B

Code/chapter11/dimensionality_reduction.py

809 B

Code/chapter11/save_reuse_model_tf.py

769 B

Code/chapter11/word_embedding.py

710 B

Code/chapter10/kmeans_sklearn.py

706 B

Code/chapter6/example.py

681 B

Code/chapter7/svr.py

638 B

Code/chapter9/getting_exploring_newsgroups.py

566 B

Code/chapter11/generic_feature_engineering.py

529 B

Code/README.md

400 B

Code/chapter14/installation.py

318 B

Code/.gitignore

22 B