Deep Learning Notebooks

This is a collection of Deep Learning Notebooks mainly made for university seminars.

Technologies

This is a summary of all the used technologies. For specific technologies you will find in the specific directory.

• Pytorch
• Pytorch Lightning
• Sklearn
• Pandas
• Plotnine
• NetworkX

LIME

The notebooks there give an explaination for LIME and variates the method.

DPGAN

This is the report for DPGAN (Xie et al, 2018) where the paper and the most important experiments are replicated.

graph-generation

This is the implementation of the paper "GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models".