jcklie / keras-autoencoder

Collection of autoencoders written in Keras

Hi there 👋

Hi! I am a Machine Learning and Software Engineer. Recently, I finished my Ph.D. studying Natural Language Processing at the UKP Lab in Darmstadt, Germany. In addition to my current research, I am also available as an AI consultant. I have a strong background in data annotation including best practices, increasing annotation efficiency and quality, software backend engineering as well as building AI IT infrastructure. If that sounds interesting, then I would be happy hearing from you!

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keras-autoencoder's Issues

Layer-wise training for deep autoencoder?

Correct me if I am wrong, the current implementation does not seem to be trained layer-by-layer. I've been searching for examples for stacked autoencoders trained in layerwise fashion using Keras. Any thoughts? Thank you.

Using Case about each type of autoencoder?

Hello, would you please give some using cases about each type of autoencoder? That means that how can I call the class of autoencoder in your code. And, if I do text classification, is this code suitable? Thanks!

The requirement.txt is missing.

Hi, I want to run keras-autoencoder. But some bugs come out due to environment conflicts.
I cannot find the requirement.txt in the repository. Could you kindly push it?
Thanks~