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Residual Enhanced Probabilistic Koopman-based Representation Learning

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This is the Code for the Master's Thesis "Residual Enhanced Probabilistic Koopman-based Representation Learning" by Tobias Pielok.

Requirements

  • tensorflow 2.1
  • tensorflow_probability
  • sklearn
  • matplotlib
  • scipy

Easy install via Conda

  1. Create a suitable conda envorinment and activate it
  2. Pull the repository
  3. Run conda develop . in the main folder which contains setup.py

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Residual Enhanced Probabilistic Koopman-based Representation Learning

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