https://github.com/aivolcano/feature_extraction

https://github.com/aivolcano/feature_extraction

Last synced: 7 days ago
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• Host: GitHub
• URL: https://github.com/aivolcano/feature_extraction
• Owner: aivolcano
• Created: 2021-04-18T14:59:52.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-04-28T12:42:54.000Z (over 3 years ago)
• Last Synced: 2024-07-10T21:27:35.790Z (4 months ago)
• Language: Python
• Size: 43 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# feature_extraction

该板块包括残差网络泛化后的模块，该模块可直接在feature_extraction 和 MLP使用

数学支撑： F(x) = f(x) + x  -->  F(x) = βf(x) + wx

w的存在让残差网络不受维度限制的使用，因为增加线性层nn.Linear() / tf.keras.layers.Dense() 将 x 的维度调整到与 f(x) 并不违反残差网络 非线性特征 + 线性特征的初衷

更多残差网络的使用：https://github.com/aivolcano/feature_extraction/ResidualModule