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v0.2.0 - Formula Hierarchy and Core Extensions

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@Jerry-0821 Jerry-0821 released this 02 May 08:11
· 3 commits to main since this release

Updated draft of the Deep Learning Formula Cheat Sheet.

Includes:

  • Current PDF formula reference
  • LaTeX source
  • 20 formula sections
  • tensor shape reference tables
  • formula hierarchy labels: Core / Derived / Optional
  • added high-value formulas: gradient checking, label smoothing, focal loss, gradient clipping, depthwise separable convolution, negative sampling, GloVe, and BLEU
  • refreshed README preview images
  • GitHub Actions PDF build workflow

Known notes:

  • Formula conventions are documented where alternatives exist.
  • Further formula verification and optional layout polish may continue in later versions.