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Stochasma 0.1.0

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@fv-c fv-c released this 16 Sep 10:02
· 60 commits to main since this release

Initial stable Gaussian DDPM core for the Wolfram Language.

Includes:

  • linear and cosine beta schedules;
  • canonical DDPM coefficients;
  • closed-form forward diffusion;
  • clean-sample reconstruction;
  • posterior mean and variance;
  • stochastic and explicit-noise reverse steps;
  • epsilon-prediction training primitives;
  • predictor-driven DDPM sampling;
  • explicit RNG semantics for automatic, seeded, and explicit-noise modes;
  • numerical validation of diffusion schedules;
  • headless tests and a synthetic Gaussian example.