Machine learing library
Project description
Camael
データのload、前処理
-
データ
- 数値系
- boston
- iris
- 画像系
- MNIST
- MNIST-fashion
- CIFAR-10
- 数値系
-
前処理
- test-training分割
- 正規化
- 標準化
- one-hot
非NN用
-
回帰
- 線形回帰
- KNN
-
分類
- k-NN
- ロジスティック回帰
- SVC
-
木
- 回帰木
- 決定木
- boosting
- random-forest
NN用
- 全結合NN
- 畳み込みNN
- RNN
utils
- グラフの描画
- cross-validation
進捗次第でさらに追加
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