ActuarialDataScience:精算数据科学教程代码发布于https （219个子文件） 
CHE_mort.csv 755KB SportsCars.csv 33KB W1_neurons_20_V1.csv 14KB departements.csv 4KB regions.csv 623B beta_neurons_20_V1.csv 406B deep3_norm_dropout 34KB deep3_plain_vanilla 22KB deep3_plain_vanilla_bias_regularized 22KB deep3_ridge 22KB
cnn1.html 5.89MB USL_SportsCar.html 4.33MB peeking_into_the_blackbox.html 2.68MB cnn2.html 1.6MB FreMTPL_h2o.html 1.02MB FreMTPL_TensorFlow.nb.html 956KB NLP_IMDb_Case_Study_ML.html 783KB NLP_IMDb_Case_Study_RNN.html 654KB NLP_Pipeline_Example.html 599KB Boosting_PS_Case_Study.html 420KB cnn1.ipynb 5.5MB USL_SportsCar.ipynb 2.44MB cnn2.ipynb 1.29MB NLP_IMDb_Case_Study_ML.ipynb 109KB Boosting_PS_Case_Study.ipynb 60KB NLP_IMDb_Case_Study_RNN.ipynb 51KB NLP_Pipeline_Example.ipynb 20KB NLP_IMDb_Case_Study_ML.md 62KB NLP_IMDb_Case_Study_RNN.md 26KB NLP_Pipeline_Example.md 12KB README.md 1KB README.md 915B README.md 825B README.md 673B README.md 571B README.md 502B README.md 489B Readme.md 377B README.md 350B README.md 310B mnist.npz 10.96MB
USL_SportsCar.pdf 1.87MB NLP_IMDb_Case_Study_ML.py 41KB NLP_IMDb_Case_Study_RNN.py 17KB NLP_Pipeline_Example.py 7KB V1_1 KERAS network modeling.r 11KB 02 CANN improved Model GAM1.r 9KB 00_b package - network definitions.R 8KB 01 CANN approach.r 8KB FreMTPL_5 neural net - dummy coding.r 7KB FreMTPL_4 boosting machine.r 7KB p04_explain.R 7KB V0_2 network architectures.r 6KB FreMTPL_3 regression trees.r 6KB p03_modeling.R 5KB 01 descriptive and PCA.r 5KB 02 bottleneck network.r 4KB 00_c package - data preparation RNNs.R 4KB 03_a LSTM Toy.R 4KB 04_b LSTM - deep 3 both genders.R 4KB 03 K-means K-medoids.r 4KB 05 t-SNE UMAP SOM.r 4KB 04_a LSTM - deep 3 mortality.R 3KB V0_1 pre_process data.r 3KB FreMTPL_2 benchmark GLM.r 3KB 04 GMM clustering.r 3KB 00_a functions and tools.r 2KB 02_a Lee Carter prediction.R 2KB p02_descriptive.R 2KB 00_b functions bottleneck.r 2KB FreMTPL_1b load data.r 2KB p01_prep.R 1KB 01_a graphical illustrations.R 1KB 00_a package - load data.R 1KB FreMTPL_0 install and start.r 521B USL_SportsCar.Rmd 42KB FreMTPL_TensorFlow.Rmd 30KB peeking_into_the_blackbox.Rmd 20KB FreMTPL_h2o.Rmd 19KB setup 1B setup 1B setup 1B setup 1B setup 1B shallow_plain_vanilla 17KB
SWE_F.txt 2.46MB SWE_M.txt 2.46MB SWE.txt 2.04MB FRA_F.txt 1.85MB FRA_M.txt 1.85MB DNK_F.txt 1.68MB DNK_M.txt 1.68MB ISL_F.txt 1.65MB ISL_M.txt 1.65MB EWC_F.txt 1.62MB EWC_M.txt 1.62MB EWT_F.txt 1.62MB EWT_M.txt 1.62MB BEL_F.txt 1.61MB BEL_M.txt 1.61MB共 219 条
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