/RicherPriorsForMLPs

Code to supplement "Richer priors for infinitely wide multi-layer perceptrons"

Primary LanguagePython

RicherPriorsForMLPs

Code to supplement "Richer priors for infinitely wide multi-layer perceptrons"

Installing required packages (suggested in virtual environment):
pip install -r requirements.txt

Example usage:
python3 -m code.experiments.empirical_kernels for Figure 2.
python3 -m code.experiments.mlp_samples_2d, python3 -m code.experiments.mlp_samples for Figure 3.
python3 -m code.experiments.mmd_experiment for Figure 4.
python3 -m code.experiments.big_experiment for all other figures.