Name Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) + Code - 2020
File Type package
Size 91.21MB
UpdateDate 2024-10-1
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Files Code/chapter2/ml-10m.zip | 62.53MB Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.epub | 12.09MB Liu Yuxi (Hayden) - Python Machine Learning By Example, 3rd Edition (Expert Insight) - 2020.pdf | 11.57MB Code/chapter13/warpeace_input.txt | 3.11MB Code/chapter3/CTG.xls | 1.66MB Code/Software and hardware list.pdf | 117.86KB Code/chapter4/decision_tree_implementation.py | 10.05KB Code/chapter8/stock_prediction.py | 7.69KB Code/chapter7/stock_prediction.py | 6.66KB Code/chapter7/decision_tree_regression.py | 6.65KB Code/chapter2/movie_recommendation.py | 5.93KB Code/chapter5/logistic_regression_from_scratch.py | 5.91KB Code/chapter5/scikit_logistic_regression.py | 4.23KB Code/chapter7/get_dji_data.py | 3.83KB Code/chapter12/classify_image_augmentation.py | 3.79KB Code/chapter13/text_gen_rnn.py | 3.68KB Code/chapter2/naive_bayes.py | 3.67KB Code/chapter6/ctr.py | 3.57KB Code/chapter7/linear_regression.py | 3.53KB Code/chapter12/classify_clothing_image.py | 3.31KB Code/chapter14/on_policy_mc_control.py | 3.09KB Code/chapter8/neural_network.py | 3.01KB Code/chapter6/ctr_interaction.py | 2.84KB Code/chapter14/value_iteration.py | 2.76KB Code/chapter14/policy_iteration.py | 2.75KB Code/chapter11/imputation.py | 2.68KB Code/chapter6/ctr_hashing.py | 2.64KB Code/chapter14/taxi_q_learning.py | 2.59KB Code/chapter3/face_recognition_svm.py | 2.42KB Code/chapter13/sentiment_rnn.py | 2.36KB Code/chapter4/avazu_ctr.py | 2.12KB Code/chapter10/kmeans_newsgroups.py | 2.03KB Code/chapter5/logistic_regression_tf.py | 2.00KB Code/chapter9/tSNE.py | 1.95KB Code/chapter10/kmeans_from_scratch.py | 1.76KB Code/chapter3/svm_example.py | 1.61KB Code/chapter5/encoding.py | 1.59KB Code/chapter14/mc_policy_evaluation.py | 1.48KB Code/chapter10/lda_newsgroups.py | 1.41KB Code/chapter10/nmf_newsgroups.py | 1.34KB Code/chapter5/random_forest_feature_selection.py | 1.33KB Code/chapter9/thinking_about_features.py | 1.32KB Code/chapter11/feature_selection.py | 1.32KB Code/chapter9/exploring_nlp.py | 1.30KB Code/chapter3/plot_rbf_kernels.py | 1.25KB Code/chapter7/regression_evaluation.py | 1.25KB Code/chapter11/save_reuse_monitor_model.py | 1.17KB Code/chapter3/ctg.py | 1.15KB Code/chapter14/simulate_frozenlake.py | 1.14KB Code/LICENSE | 1.04KB Code/chapter5/logistic_function.py | 1.02KB Code/chapter4/avazu_ctr_xgboost.py | 988B Code/chapter10/kmeans_elbow.py | 909B Code/chapter11/dimensionality_reduction.py | 809B Code/chapter11/save_reuse_model_tf.py | 769B Code/chapter11/word_embedding.py | 710B Code/chapter10/kmeans_sklearn.py | 706B Code/chapter6/example.py | 681B Code/chapter7/svr.py | 638B Code/chapter9/getting_exploring_newsgroups.py | 566B Code/chapter11/generic_feature_engineering.py | 529B Code/README.md | 400B Code/chapter14/installation.py | 318B Code/.gitignore | 22B
