UTMIST EigenAI Workshop

This repository houses all the notebook content and all the functions we used during the workshop for the forward and reverse diffusion process.

In this workshop we will mainly focus on writing the reverse process and the training loop with participants of the workshop.

Set up

To create a copy of the notebook, visit this link here Then go to File > Save a Copy in Drive, then you're good to go and start the workshop! '

pip install -r requirements.txt

For our solutions: Solutions

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
MNIST/raw		MNIST/raw
__pycache__		__pycache__
utmist-workshop-diffusion		utmist-workshop-diffusion
.gitignore		.gitignore
README.md		README.md
UTMIST_EigenAI_Notebook_Demistifying_Diffusion_Models.ipynb		UTMIST_EigenAI_Notebook_Demistifying_Diffusion_Models.ipynb
[Participants]_UTMIST_EigenAI_Notebook_Demistifying_Diffusion_Models.ipynb		[Participants]_UTMIST_EigenAI_Notebook_Demistifying_Diffusion_Models.ipynb
data.py		data.py
inference.py		inference.py
mathew.png		mathew.png
model.py		model.py
scheduler.py		scheduler.py
train.py		train.py
utils.py		utils.py