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文档列表

Code/chapter2/ml-10m.zip 65.6 MB
Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.epub 12.7 MB
Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.pdf 12.1 MB
Code/chapter13/warpeace_input.txt 3.3 MB
Code/chapter3/CTG.xls 1.7 MB
Code/Software and hardware list.pdf 120.7 kB
Code/chapter4/decision_tree_implementation.py 10.3 kB
Code/chapter8/stock_prediction.py 7.9 kB
Code/chapter7/stock_prediction.py 6.8 kB
Code/chapter7/decision_tree_regression.py 6.8 kB
Code/chapter2/movie_recommendation.py 6.1 kB
Code/chapter5/logistic_regression_from_scratch.py 6.1 kB
Code/chapter5/scikit_logistic_regression.py 4.3 kB
Code/chapter7/get_dji_data.py 3.9 kB
Code/chapter12/classify_image_augmentation.py 3.9 kB
Code/chapter13/text_gen_rnn.py 3.8 kB
Code/chapter2/naive_bayes.py 3.8 kB
Code/chapter6/ctr.py 3.7 kB
Code/chapter7/linear_regression.py 3.6 kB
Code/chapter12/classify_clothing_image.py 3.4 kB
Code/chapter14/on_policy_mc_control.py 3.2 kB
Code/chapter8/neural_network.py 3.1 kB
Code/chapter6/ctr_interaction.py 2.9 kB
Code/chapter14/value_iteration.py 2.8 kB
Code/chapter14/policy_iteration.py 2.8 kB
Code/chapter11/imputation.py 2.7 kB
Code/chapter6/ctr_hashing.py 2.7 kB
Code/chapter14/taxi_q_learning.py 2.6 kB
Code/chapter3/face_recognition_svm.py 2.5 kB
Code/chapter13/sentiment_rnn.py 2.4 kB
Code/chapter4/avazu_ctr.py 2.2 kB
Code/chapter10/kmeans_newsgroups.py 2.1 kB
Code/chapter5/logistic_regression_tf.py 2.0 kB
Code/chapter9/tSNE.py 2.0 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 1.4 kB
Code/chapter5/random_forest_feature_selection.py 1.4 kB
Code/chapter9/thinking_about_features.py 1.4 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 1.2 kB
Code/chapter14/simulate_frozenlake.py 1.2 kB
Code/LICENSE 1.1 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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