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Add Deep Generative Models module - #106

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MHHamdan wants to merge 1 commit into
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feat/deep-generative-models
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MHHamdan wants to merge 1 commit into
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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 closed this Jun 30, 2026
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MHHamdan deleted the feat/deep-generative-models branch June 30, 2026 03:15
@MHHamdan
MHHamdan restored the feat/deep-generative-models branch June 30, 2026 03:19
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