FeMa42 / intro_to_diffusion Public

a short introduction into denoising diffusion and score-based generative models

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
imgs		imgs
01-Generative-models.md		01-Generative-models.md
02-Diffusion-Process.ipynb		02-Diffusion-Process.ipynb
03-Continous-Diffusion-Process.md		03-Continous-Diffusion-Process.md
04-Score-Matching.md		04-Score-Matching.md
05-Score-SwissRoll-Example.ipynb		05-Score-SwissRoll-Example.ipynb
06-Score-MNIST-Example.ipynb		06-Score-MNIST-Example.ipynb
06-Summary-Score-Based-Models.md		06-Summary-Score-Based-Models.md
07-Summary-Score-Based-Models.md		07-Summary-Score-Based-Models.md
08-Example-Implementations.md		08-Example-Implementations.md
09-Another-View.md		09-Another-View.md
LICENSE.md		LICENSE.md
README.md		README.md
_config.yml		_config.yml
_toc.yml		_toc.yml
ckpt_40_epochs.pth		ckpt_40_epochs.pth
intro.md		intro.md
logo.png		logo.png
references.bib		references.bib
requirements.txt		requirements.txt
score_ckpt.pth		score_ckpt.pth
score_swiss.gif		score_swiss.gif