PRML在notebook下的教程自带写好的库资源-CSDN文库

共189个文件

py：175个

ipynb：12个

md：1个

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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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