Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) + Code - 2020
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- Code/chapter2/ml-10m.zip 62.5 MB
- Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.epub 12.1 MB
- Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.pdf 11.6 MB
- Code/chapter13/warpeace_input.txt 3.1 MB
- Code/chapter3/CTG.xls 1.7 MB
- Code/Software and hardware list.pdf 117.9 KB
- Code/chapter4/decision_tree_implementation.py 10.0 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 bytes
- Code/chapter10/kmeans_elbow.py 909 bytes
- Code/chapter11/dimensionality_reduction.py 809 bytes
- Code/chapter11/save_reuse_model_tf.py 769 bytes
- Code/chapter11/word_embedding.py 710 bytes
- Code/chapter10/kmeans_sklearn.py 706 bytes
- Code/chapter6/example.py 681 bytes
- Code/chapter7/svr.py 638 bytes
- Code/chapter9/getting_exploring_newsgroups.py 566 bytes
- Code/chapter11/generic_feature_engineering.py 529 bytes
- Code/README.md 400 bytes
- Code/chapter14/installation.py 318 bytes
- Code/.gitignore 22 bytes
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