Adaptive Width Neural Networks

How to create the data and data splits

mlwiz-data --config-file DATA_CONFIGS/[select dataset]

How to run the experiments

mlwiz-train --config-file EXP_CONFIGS/[select config] [--debug]

The debug option will run everything sequentially, otherwise experiments will be launched in parallel using Ray. Adjust the hardware requirements in the configuration file. We used the MLWiz library to automatize the experiments.

Requirements:

pip install -r requirements.txt