noahbagz / Diffusion_CO2Emissions

Image and Tabular Diffusion Models and Calculations for Model Emissions

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Diffusion_CO2Emissions

Image and Tabular Diffusion Models and Calculations for Model Emissions

Run Experiment:

  1. Run Generate_Dataset.ipynb to build the datasets for tabular and image models

  2. Run Run_TabDDPM_Experiment.ipynb to train and sample the suite of tabular diffusion models

  3. Run Run_ImgDDPM_Experiment.ipynb to train and sample the suite of image diffusion models.

About

Image and Tabular Diffusion Models and Calculations for Model Emissions


Languages

Language:Jupyter Notebook 52.4%Language:Python 47.6%