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advanced-machine-learning

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SimoneFaraulo / GenerativeAI-Foundations

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This repository contains a collection of PyTorch scripts that implement and explore the fundamental concepts of probability, information theory, and generative modeling from scratch. It serves as a practical "cookbook" for understanding the building blocks of modern generative AI.

machine-learning entropy information-theory probability artificial-intelligence probability-distribution autoencoder cross-entropy advanced-machine-learning generative-ai
  • Updated Nov 8, 2025
  • Python

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