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Add Deep Generative Models module - #107

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MHHamdan merged 2 commits into
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feat/deep-generative-models
Jun 30, 2026
Merged

MHHamdan merged 2 commits into
mainfrom
feat/deep-generative-models

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Adds a self-contained Deep-Generative-Models knowledge module to the repository.

Includes:

  • a landing README with the family map and the generative trilemma
  • seven concept notes: foundations; autoregressive models; normalizing flows; variational autoencoders; GANs; energy-based models; diffusion and score-based models
  • a math page covering MLE↔KL, change of variables, the ELBO, and the score
  • a Mermaid taxonomy diagram
  • a glossary and canonical references list

All content is original and cites the primary papers; no source text is reproduced.

@MHHamdan
MHHamdan merged commit 0228390 into main Jun 30, 2026
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@MHHamdan
MHHamdan deleted the feat/deep-generative-models branch July 4, 2026 14:35
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