pro-machine-learning-algorithms:Kishore Ayyadevara的“ Pro Machine Learning Algorithms”源代码-Source code learning （149个子文件） 
train.csv 73.18MB train_sample.csv 14.98MB credit_training.csv 7.07MB airline_sentiment.csv 1.23MB titanic_train.csv 59KB data.csv 2KB multi_linear_reg2.csv 2KB movie_rating.csv 1KB linear_multi_reg_example.csv 682B pca_r.csv 545B iris_sample.csv 349B linear_multi_reg_example.csv 289B linear_reg_example.csv 163B
~$gistic regression1.docx 162B ~$ustering.docx 162B ~$pca.docx 162B ~$NN.docx 162B ~$NN v2.docx 162B ~$RNN v3.docx 162B ~$RNN v2.docx 162B ~$RNN.docx 162B ~$commender system v2.docx 162B ~$commender system.docx 162B ~$commender system v3.docx 162B ~$gbm.docx 162B ~$cision tree.docx 162B ~$cision tree v2.docx 162B ~$rd2vec.docx 162B ~$near regression.docx 162B ~$CNN v2.docx 162B ~$CNN.docx 162B ~$ural network.docx 162B .gitattributes 66B voc.ipynb 350KB simpleRNN basics.ipynb 140KB Decision tree.ipynb 138KB Credit default prediction.ipynb 103KB Issue+with+traditional+NN.ipynb 53KB Matrix+factorization.ipynb 44KB Improvement using CNN (1).ipynb 43KB Neural+network.ipynb 28KB CNN simple example.ipynb 20KB random forest.ipynb 12KB GBM.ipynb 12KB word2vec.ipynb 10KB Python logistic regression.ipynb 10KB RNN text generation.ipynb 8KB Linear regression Python code.ipynb 6KB UBCF.ipynb 2KB PCA.ipynb 2KB clustering.ipynb 2KB
9781484235638.jpg 43KB Contributing.md 677B README.md 539B errata.md 225B
~$clustering.pptx 165B ~$Recommender systems.pptx 165B variable importance and parameter tuning.R 1KB kerasr_cnn_code.r 798B GBM.R 790B rf_code.R 777B NN.r 775B kerasR_code_RNN.r 716B simple linear regression.R 607B UBCF.R 501B matrix factorization.R 441B clustering_code.R 422B pca mnist.R 317B Decision tree.R 283B issues with correlated independent variables.R 267B logisitic regression.R 130B Multivariate linear regression.R 123B PCA R.R 74B ~WRL0003.tmp 1.34MB ~WRL1848.tmp 1.34MB ~WRL1167.tmp 1.26MB ~WRL1041.tmp 1.24MB ~WRL3616.tmp 1.23MB ~WRL0858.tmp 871KB ~WRL1945.tmp 537KB ~WRL0924.tmp 391KB ~WRL3837.tmp 378KB ~WRL3253.tmp 312KB ~WRL0004.tmp 154KB ~WRL3830.tmp 117KB ~WRL0004.tmp 117KB ~WRL0392.tmp 106KB ~WRL1659.tmp 96KB ~WRL0003.tmp 69KB ~WRL0003.tmp 69KB ~WRL3391.tmp 42KB ~WRL0003.tmp 17KB
alice.txt 165KB LICENSE.txt 1KB ~$Rnn new.xlsm 165B
continuous variable dependent and independent variables.xlsx 1.96MB continuous variable dependent and independent variables2.xlsx 1.77MB word2vec.xlsx 89KB ubcf.xlsx 37KB categorical dependent multiple continuous independent variable.xlsx 30KB共 149 条
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