Python的概率统计和机器学习：Springer的Jupyter笔记本书“概率，统计和机器学习的Python”
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Python的概率统计和机器学习：Springer的Jupyter笔记本书“概率，统计和机器学习的Python” （177个子文件） 
Sampling_Monte_Carlo.ipynb 690KB learning_theory.ipynb 424KB pca.ipynb 396KB Nonparametric.ipynb 378KB clustering.ipynb 235KB svm.ipynb 231KB maximum_posteriori.ipynb 228KB Gauss_Markov.ipynb 215KB Conditional_expectation_MSE_Ex.ipynb 215KB Maximum_likelihood.ipynb 204KB Hypothesis_Testing.ipynb 195KB Regression.ipynb 194KB Conditional_expectation_MSE.ipynb 190KB Curse_of_dimensionality.ipynb 186KB decision_trees.ipynb 179KB intro.ipynb 174KB Bootstrap.ipynb 168KB logreg.ipynb 165KB regularization.ipynb 163KB DeltaMethod.ipynb 150KB Information_Entropy.ipynb 149KB ProbabilityInequalities.ipynb 146KB Convergence.ipynb 139KB Robust_Statistics.ipynb 137KB Conditional_Expectation_Projection.ipynb 136KB ensemble.ipynb 127KB Confidence_Intervals.ipynb 126KB projection.ipynb 124KB ProbabilityInequalities.ipynb 124KB moment_generating.ipynb 124KB intro.ipynb 115KB Sampling_Monte_Carlo.ipynb 34KB Brzexample.ipynb 30KB MomentGeneratingFunction.ipynb 11KB
python_for_probability_statistics_and_machine_learning.jpg 82KB intro_001.jpg 41KB NineBall_01.jpg 36KB NineBall_02.jpg 29KB LICENSE 1KB README.md 1KB README.md 1KB README.md 1KB README.md 883B README.md 465B
learning_theory_tmp_004.pdf 16KB learning_theory_007.pdf 12KB intro_001.pdf 10KB python_machine_learning_modules_002.pdf 9KB
python_for_probability_statistics_and_machine_learning.png 907KB Sampling_Monte_Carlo_008.png 224KB Sampling_Monte_Carlo_011.png 182KB pca_006.png 174KB Confidence_Intervals_001.png 148KB pca_005.png 117KB Confidence_Intervals_005.png 115KB pca_008.png 105KB svm_004.png 101KB pca_004.png 97KB pca_009.png 91KB clustering_001.png 86KB ensemble_003.png 79KB pca_003.png 76KB nonparametric_003.png 73KB svm_003.png 72KB Gauss_Markov_001.png 71KB clustering_003.png 65KB nonparametric_001.png 63KB regularization_003.png 60KB learning_theory_003.png 56KB Hypothesis_Testing_003.png 56KB Robust_Statistics_009.png 55KB Robust_Statistics_010.png 55KB learning_theory_005.png 55KB clustering_004.png 55KB nonparametric_005.png 53KB nonparametric_004.png 53KB Convergence_001.png 53KB learning_theory_tmp_003.png 52KB learning_theory_tmp_002.png 51KB learning_theory_007.png 50KB python_machine_learning_modules_005.png 50KB nonparametric_006.png 48KB Regression_003.png 47KB Conditional_expectation_MSE_002.png 46KB learning_theory_002.png 46KB learning_theory_008.png 45KB Conditional_expectation_MSE_001.png 44KB Regression_004.png 44KB probability_003.png 44KB pca_002.png 44KB probability_002.png 43KB Robust_Statistics_002.png 43KB Sampling_Monte_Carlo_005.png 43KB Maximum_likelihood_10_2.png 43KB Sampling_Monte_Carlo_009.png 42KB nonparametric_002.png 41KB Regression_001.png 41KB learning_theory_004.png 40KB learning_theory_tmp_001.png 39KB learning_theory_006.png 38KB共 177 条
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