├── .gitignore ├── 049.factor analysis - 因子分析 ├── factor analysis.ipynb ├── factor analysis.py ├── rotation.ipynb └── rotation.py ├── 050.Primary Componene Analysis - 主成分分析 ├── primary component analysis.ipynb └── primary component analysis.py ├── 055.DNN ├── 001.dnn.ipynb ├── 001.dnn.py ├── 002.cnn.ipynb ├── 002.cnn.py ├── 003.compare_dnn_and_cnn.ipynb ├── 003.compare_dnn_and_cnn.py ├── DNN │ └── .gitkeep ├── cnn_results.csv └── dnn_results.csv ├── 056.GraphicalModeling ├── Bayesian Network.ipynb ├── Bayesian Network.py ├── figure │ └── GraphicalModel.png ├── graphical modeling.ipynb ├── graphical modeling.py ├── sandbox.ipynb └── sandbox.py ├── 062.Structural Equation modeling - 構造方程式モデリング ├── sem.ipynb └── sem.py ├── 065.Hierarchical Bayesian Modeling ├── hbm-20210410.ipynb ├── hbm-20210410.py ├── hbm-20220219.ipynb ├── hbm-20220219.py ├── hbm.ipynb └── hbm.py ├── 071.Quantification ├── Quantification_I.ipynb ├── Quantification_I.py ├── Quantification_II.ipynb ├── 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