README.md

Neuro-Visualizer: An Auto-encoder-based Loss Landscape Visualization Method

Important links:

This link contains both the necessary data for reproducibility and the results of the experiemnts conducted in our paper.

• Input trajectory model data: trajectories_v3.zip
• Trained Neuro-Visualizers and results: saved_models_v3.zip
• Other important auxiliary data: data_v3.zip

How to run an experiment

• git clone this repo.
• pip install requirements.txt
• Extract the zip files above inside your repository.
• cd scripts and then bash scripts\*.sh for the experiment of interest.