AakashKumarNain/diffusion_models

All about the fundamentals and working of Diffusion Models

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Emerging

This project provides comprehensive learning materials to understand diffusion models, a powerful new way to generate high-quality images. It takes complex mathematical concepts and breaks them down into accessible notebooks, helping you grasp how these models work. The ideal user is a machine learning researcher or student who wants to understand the theory and implementation of advanced generative AI.

160 stars. No commits in the last 6 months.

Use this if you are a machine learning practitioner or student looking for structured resources to learn the fundamentals and detailed mathematics behind diffusion models.

Not ideal if you are looking for a ready-to-use tool to generate images or if you prefer a high-level, non-technical overview of generative AI.

generative-AI image-generation machine-learning-education deep-learning-research
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 6 / 25

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Stars

160

Forks

4

Language

HTML

License

MIT

Last pushed

Dec 19, 2022

Commits (30d)

0

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