BAP：使用Python进行贝叶斯分析（第二版） （222个子文件） 
chemical_shifts_theo_exp.csv 36KB mauna_loa_CO2.csv 23KB mauna_loa_CO2.csv 23KB concrete.csv 18KB fish.csv 13KB howell.csv 12KB tips.csv 8KB babies.csv 6KB redwood.csv 6KB iris.csv 4KB coal.csv 3KB islands.csv 724B islands_dist.csv 701B anscombe.csv 554B dummy.csv 422B space_flu.csv 314B chemical_shifts.csv 288B .gitignore 20B Chapter3.ipynb 2.98MB 04_Understanding_and_predicting_data_with_linear_regression_models.ipynb 2.64MB 02 Programming probabilistically.ipynb 2.57MB Chapter2.ipynb 1.85MB 03_Modeling with Linear Regressions.ipynb 1.71MB 07_Gaussian process.ipynb 1.46MB 04_Generalizing_linear_models.ipynb 1.39MB 05_Classifying_outcomes_with_logistic_regression.ipynb 1.18MB 06_mixture_models.ipynb 1.11MB Chp_03_Juggling_with_multiparametric_and_Hierarchical_models.ipynb 1007KB 07_Mixture_Models.ipynb 908KB 08_Inference_engines.ipynb 893KB 08_Gaussian_processes.ipynb 748KB 06_Model_comparison.ipynb 601KB 05_Model_comparison.ipynb 577KB multinomial_ppcs.ipynb 568KB interactions.ipynb 551KB Chapter4.ipynb 510KB 01 Thinking Probabilistically.ipynb 367KB 02_Programming_probabilistically_a_PyMC3_primer.ipynb 301KB simple_GP.ipynb 224KB 01_Thinking_Probabilistically_a_Bayesian_Inference_Primer.ipynb 204KB guest_blog_post.ipynb 146KB Chapter1.ipynb 104KB Chp_04.ipynb 4KB Chp_01.ipynb 2KB Chp_02.ipynb 2KB Chp_05.ipynb 2KB Chp_03.ipynb 2KB Chp_06.ipynb 1KB Chp_08.ipynb 920B sopa_seca.jpeg 100KB LICENSE 1KB errata_first_printing.md 6KB README.md 5KB errata_second_printing.md 2KB SopaSeca.md 1KB README.md 474B B11197_03_01.odg 413KB B11197_02_13.odg 397KB regresion_lineal_robusta_jerarquica.odg 395KB B11197_02_08.odg 389KB krusche_style_diagrams_template.odg 388KB B11197_02_19.odg 386KB beta_binomial.odg 377KB B04958_07_04.odg 368KB B04958_04_01.odg 363KB B04958_05_11.odg 363KB regresion_logistica.odg 362KB B04958_07_09.odg 356KB B04958_03_06.odg 356KB B04958_03_11.odg 352KB B04958_06_08.odg 351KB B04958_01_06.odg 344KB
errata_first_printing.pdf 133KB errata_second_printing.pdf 119KB
Cover.png 1.87MB B11197_02_11.png 1.19MB B11197_02_17.png 1.13MB B11197_02_20.png 954KB B11197_02_15.png 903KB B11197_02_21.png 830KB B11197_04_03.png 656KB B11197_03_03.png 655KB B11197_02_14.png 630KB B04958_04_01.png 550KB regresion_lineal_robusta_jerarquica.png 541KB B11197_02_18.png 491KB B11197_04_11.png 446KB B11197_02_09.png 431KB B11197_03_08.png 417KB B04958_03_06.png 355KB B04958_03_11.png 323KB B04958_06_08.png 315KB B11197_08_09_trace.png 313KB B11197_03_29.png 286KB B04958_07_04.png 282KB B04958_05_11.png 269KB B11197_03_12.png 263KB B04958_07_09.png 257KB B11197_05_11.png 254KB regresion_logistica.png 253KB共 222 条
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