Machine learing library

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License: MIT License (MIT)

Author: Casta46

Tags python, MachineLearning, DeepLearning

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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

  • 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

Project details

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Avatar for Casta46 from gravatar.com Casta46

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Meta

License: MIT License (MIT)

Author: Casta46

Tags python, MachineLearning, DeepLearning

Classifiers

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This version

1.0.0

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