机器学习：我的博客和机器学习代码。http：//cnblogs.compinard_刘建平博客资源-CSDN文库

共63个文件

ipynb：36个

py：12个

txt：2个

machinelearning

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package

machinelearning-master.zip （63个子文件）

folder

machinelearning-master

folder

mathematics

mcmc_2.ipynb 109KB

mcmc_3_4.ipynb 87KB

random_data_generation.ipynb 158KB

folder

assert

invoice.bmp 80KB

invoice_ali.bmp 80KB

folder

natural-language-processing

hash_trick.ipynb 3KB

hmm.ipynb 9KB

word2vec.ipynb 7KB

english_digging.ipynb 4KB

chinese_digging.ipynb 13KB

lda.ipynb 19KB

nmf.ipynb 2KB

tf-idf.ipynb 4KB

LICENSE 1KB

folder

reinforcement-learning

sarsa_windy_world.py 4KB

policy_gradient.py 5KB

nature_dqn.py 7KB

a3c.py 9KB

q_learning_windy_world.py 4KB

dqn.py 5KB

duel_dqn.py 7KB

ddqn_prioritised_replay.py 12KB

ddpg.py 7KB

introduction.py 11KB

actor_critic.py 7KB

ddqn.py 7KB

folder

ensemble-learning

adaboost-classifier.ipynb 112KB

gbdt_classifier.ipynb 18KB

xgboost-example.ipynb 15KB

random_forest_classifier.ipynb 16KB

folder

classic-machine-learning

fp_tree_prefixspan.ipynb 10KB

svm_classifier.ipynb 238KB

dbscan_cluster.ipynb 161KB

ridge_regression.ipynb 43KB

knn_classifier.ipynb 143KB

spectral_cluster.ipynb 5KB

kmeans_cluster.ipynb 481KB

matrix_factorization.ipynb 470KB

lle.ipynb 482KB

bpr.ipynb 687KB

decision_tree_classifier.ipynb 168KB

linear-regression.ipynb 52KB

lda.ipynb 222KB

native_bayes.ipynb 2KB

regression_production_example.ipynb 72KB

birch_cluster.ipynb 118KB

decision_tree_classifier_1.ipynb 168KB

ridge_regression_1.ipynb 5KB

pca.ipynb 76KB

folder

data

train_modified.zip 249KB

nlp_test0.txt 392B

CCPP.zip 3.5MB

nlp_test2.txt 264B

.gitignore 6B

folder

model-in-product

folder

sklearn-jpmml

folder

pmml_demo

folder

src

folder

main

folder

java

PMMLDemo.java 4KB

pom.xml 753B

PMML_Example.ipynb 3KB

demo.pmml 3KB

folder

tensorflow-java

rf.pb 736B

tensorflow_model.ipynb 7KB

folder

TFDemoJava

folder

src

folder

main

folder

java

TFjavaDemo.java 2KB

pom.xml 628B

readme.md 20KB

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