├── .gitignore ├── Colaboratory_へようこそ.ipynb ├── LICENSE ├── README.md ├── images ├── amazon.jpeg ├── fig-01-04.png ├── fig-02-05.png ├── fig-02-06.png ├── fig-05-04-13-ng.pdf ├── fig-05-04-13-ng.png ├── fig-05-04-13-ok.pdf ├── fig-05-04-13-ok.png ├── fig-06-01-10.png ├── fig-06-03-12-after.png ├── fig-06-03-12-before.png ├── kinokunuya.jpeg ├── model01-01.png ├── pdf-04-04-06.png ├── seikyo.jpeg ├── step1.png ├── step2.png ├── step3.png ├── step4.png ├── table-1-6.png └── 表紙-v1.png ├── notebooks ├── 1章_確率分布とは.ipynb ├── 2章_よく利用される確率分布.ipynb ├── 3章_ベイス推論とは.ipynb ├── 4章_はじめてのベイズ推論実習.ipynb ├── 5_1_データ分布のベイズ推論.ipynb ├── 5_2_線形回帰のベイズ推論.ipynb ├── 5_3_階層ベイズモデル.ipynb ├── 5_4_潜在変数モデル.ipynb ├── 6_1_ABテスト効果検証.ipynb ├── 6_2_ベイス回帰モデルによる効果検証.ipynb └── 6_3_IRTによるテスト結果評価.ipynb ├── refs ├── 3クラス潜在変数モデル.pdf ├── errors.md ├── faqs.md ├── how-to-run.md └── 目次.md └── sample-notebooks ├── 4章_図4_4用.ipynb ├── 5_4_潜在変数モデル_簡略版.ipynb ├── 6_3_IRTによるテスト結果評価_GPU版.ipynb ├── A_3クラス潜在変数モデル.ipynb ├── FAQ_潜在変数モデル.ipynb 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