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Machine learing library

Project description



  • データ

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

    • test-training分割
      • 正規化
      • 標準化
      • one-hot


  • 回帰

    • 線形回帰
      • KNN
  • 分類

    • k-NN
      • ロジスティック回帰
      • SVC
    • 回帰木
      • 決定木
      • boosting
      • random-forest


  • 全結合NN
  • 畳み込みNN
  • RNN


  • グラフの描画
  • cross-validation


Project details

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