WS_2019

WEEK1

• Google Colab

  • https://colab.research.google.com

• Introduction to Tensorflow

  • • Notebook (Linear regression)

    • Optional: Advanced Notebook (Dense layers)

• Introduction to Sequence models

  • Slides

    • Notebook  (PSSM, MRF)

WEEK2

• Introduction to GREMLIN

  • Slides

    • Notebook  (MRF-Pseudo-likelihood, PCA)

    • Optional: Advanced Notebook 

      • Full GREMLIN implementation

• Introduction to Dimensionality Reduction

  • Slides

    • Notebook (PCA, MDS, TSNE, Autoencoders)

• Application of V/Autoencoder to Bio Sequences

  • • Slides

  • Notebook