Programmer.ieTechnical library for the AI era
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Neural Networks

  • Models From First Principles 08: Which Model Should You Use? MR.Q, EBT, SICQL, HRM, Tiny and PACS Compared
  • Models From First Principles 06: Inside Tiny — Residual Blocks, Attention and Sparse Autoencoders
  • Models From First Principles 05: Tiny — Recursive Reasoning With a Small Neural Network
  • Models From First Principles 02: EBT — From One Score to Q, V, Policy and Advantage
  • Models From First Principles 01: MR.Q — Building a Neural Quality Model From Two Embeddings
  • Models From First Principles 00: The Model Inside the Model
  • 00: What Are We Actually Doing?
  • Writing Neural Networks with PyTorch
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Technical library for the AI era.

Understand what is changing. Learn how it works. Use it.

© 2026 Ernan Hughes
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