HIRISE_api.preprocessing.Encoding¶
Functions
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Function that uses the autoencoder to encode the samples and return an encoded samples dataframe to the user based on latent dimensions input by the user |
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Function that plots the original and reconstructed images form the autoencoder results |
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Function that is used to test the Convolutional Autoencoder and return the mean loss, averaged over all input batches. |
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Function that is used to train using a single batch input into the autoencoder. |
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Function that is used to train the Convolutional Autoencoder and return the mean loss, averaged over all input batches. |
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The Transfer learning function takes in the folder path of the images to |
Classes
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Class that supports functions needed to define the architecture and forward functions of the decoder in the Convolutional Autoencoder |
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Class that supports functions needed to define the architecture and forward functions of the encoder in the Convolutional Autoencoder |