all of diffusion math, from scratch

I made this video without a script so at times some technical mistakes slipped out, I corrected them with red text, open to feedback. Also there are some glitches with the audio, I don't understand where they come from since the recordings are ok. I'll investigate and fix them.

00:00:00 Intro
Local Stable Diffusion Code: https://colab.research.google.com/drive/1rVK24qP9qBkZ_45V1ob6yb8PubItA_WH?usp=sharing

00:04:07 What is Diffusion?
00:07:14 Statistical Physics
01:06:21 Stochastic Processes
01:38:07 Data Distributions
02:08:36 Deep Unsupervised Learning Using Non Equilibrium Thermodynamics

02:52:12 UNet
Notes: https://infini.computer/canvas/jn7c1p4ynx0rvrmjxp0cgns3657cbzdk
Code:
https://colab.research.google.com/drive/1_itByWka9ekcYmL3OajOOsUFfRtuzxld?usp=sharing
https://colab.research.google.com/drive/1cyusrlGfNHxiuqFkScpIV-kWiEUbeNaf?usp=sharing

03:58:35 DDPM
Notes: https://infini.computer/canvas/jn7dpbd8btjx61wvjhrm06qk157dv4cg
Code: https://colab.research.google.com/drive/1MT_BR4vCQiLM_cqtFvCscOB6Oh784H72?usp=sharing

05:06:38 Improved DDPM
Notes: https://infini.computer/canvas/jn7fxb66fwg4eha51fbbnx30v97fvnw8
Code: https://colab.research.google.com/drive/1szqX7RqdR3GqSilPcZARe9uGsfYRtVGW?usp=sharing

Видео all of diffusion math, from scratch канала Isaac Bautista