Skip to content

Roadmap

Jump to bottom
Eric Ma edited this page May 29, 2019 · 1 revision

PyMC4 Development Roadmap

MVP

  • Example suite
  • model.sample_posterior
  • pm.Plate for hierarchical models

Up Next

  • model.prior_predictive
  • model.posterior_predictive

TFP Collab/Help

  • parallel_for for model log probability
  • Better HMC tuning, e.g. mass matrix adaptation

Longer-Term

  • Particle Samplers/SMC
  • Polya-gamma sampler
  • xarray integration
  • Symbolic PyMC
Clone this wiki locally