PRML 在notebook下的教程 自带写好的库 （189个子文件） 
.gitignore 1KB ch03_Linear_Models_for_Regression.ipynb 759KB ch05_Neural_Networks.ipynb 454KB ch13_Sequential_Data.ipynb 387KB ch06_Kernel_Methods.ipynb 247KB ch02_Probability_Distributions.ipynb 197KB ch07_Sparse_Kernel_Machines.ipynb 144KB ch01_Introduction.ipynb 137KB ch04_Linear_Models_for_Classfication.ipynb 128KB ch10_Approximate_Inference.ipynb 110KB ch11_Sampling_Methods.ipynb 103KB ch12_Continuous_Latent_Variables.ipynb 99KB ch09_Mixture_Models_and_EM.ipynb 53KB README.md 2KB multivariate_gaussian_mixture.py 6KB variational_gaussian_mixture.py 6KB hmm.py 6KB gaussian.py 5KB gaussian.py 5KB pca.py 5KB kalman.py 4KB categorical.py 4KB gaussian_mixture.py 4KB rv.py 4KB bernoulli.py 4KB bernoulli.py 4KB bayesian_regressor.py 4KB students_t.py 4KB support_vector_classifier.py 3KB relevance_vector_classifier.py 3KB bernoulli_mixture.py 3KB multivariate_gaussian.py 3KB random.py 3KB gaussian_process_regressor.py 3KB gamma.py 3KB relevance_vector_regressor.py 3KB max_pooling2d.py 3KB convolve2d.py 3KB eve.py 3KB classifier.py 3KB gaussian_hmm.py 3KB categorical.py 3KB network.py 3KB cauchy.py 2KB laplace.py 2KB multivariate_gaussian.py 2KB tensor.py 2KB particle.py 2KB gamma.py 2KB variational_logistic_regressor.py 2KB categorical_hmm.py 2KB adam.py 2KB logistic_regressor.py 2KB bayesian_pca.py 2KB variational_linear_regressor.py 2KB beta.py 2KB util.py 2KB dirichlet.py 2KB regressor.py 2KB sigmoidal.py 2KB uniform.py 2KB power.py 2KB exponential.py 2KB rbf.py 2KB product.py 2KB linear_discriminant_analyzer.py 2KB autoencoder.py 1KB k_means.py 1KB optimizer.py 1KB split.py 1KB gaussian.py 1KB sum.py 1KB dirichlet.py 1KB polynomial.py 1KB divide.py 1KB __init__.py 1KB subtract.py 1KB matmul.py 1KB __init__.py 1KB multiply.py 1KB softmax_regressor.py 1KB solve.py 1KB multivariate_gaussian.py 1KB add.py 1KB cholesky.py 1KB dropout.py 1KB softmax.py 1KB __init__.py 1KB rmsprop.py 1KB ada_delta.py 1023B broadcast.py 1019B gaussian_process_classifier.py 994B logdet.py 982B polynomial.py 972B transpose.py 952B function.py 944B rejection_sampling.py 938B metropolis_hastings.py 905B det.py 880B metropolis.py 879B共 189 条
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