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Machine learing library

Project description

Camael

データのload、前処理

  • データ

    • 数値系
      • [x] boston
      • [x] iris
    • 画像系
      • [x] MNIST
      • [x] MNIST-fashion
      • [x] CIFAR-10
  • 前処理

    • [x] test-training分割
    • [x] 正規化
    • [x] 標準化
    • [x] one-hot

非NN用

  • 回帰

    • [x] 線形回帰
    • [x] KNN
  • 分類

    • [x] k-NN
    • [x] ロジスティック回帰
    • [x] SVC
    • [ ] 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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