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1. DeepArchetypeAnalysis DeepArchetypeAnalysis Public

   Forked from bmda-unibas/DeepArchetypeAnalysis

   TensorFlow implementation of our paper on "Deep Archetypal Analysis" with an application on images of faces with particular facial expressions.

   Python

2. CondInvarianceCC CondInvarianceCC Public

   Forked from bmda-unibas/CondInvarianceCC

   Basic TensorFlow implementation of our paper on "Learning Conditional Invariance through Cycle Consistency" for a synthetic example (with an application on molecules in the paper).

   Python

3. ErosionSegmentation ErosionSegmentation Public

   Forked from bmda-unibas/ErosionSegmentation

   TensorFlow implementation of a U-Net for our paper "Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network".

   Python

4. NTK_MT NTK_MT Public

   Forked from Benjamin-Kessler/NTK

   Neural Tangent Kernel study in JAX developed during the Master's thesis of Benjamin Kessler.

   Python

5. APML APML Public

   Course material for the "Advanced Python and Machine Learning" course (spring 2024).

   Jupyter Notebook 3

6. pythonCC pythonCC Public

   Course material for the "Python Crash Course" (autumn 2024).

   Jupyter Notebook 2 3