v0.4.0

Interactive Dashboard

Live web dashboard for monitoring MCMC sampling remotely.

Features

• Live convergence diagnostics -- R-hat and ESS updated every 50 draws with color-coded status
• Live trace plots -- per-chain traces and posterior KDE with uPlot
• Stop button -- end sampling early with confirmation dialog, keeps draws collected so far
• Light/dark theme -- auto-detects system preference
• QR code -- scan to open dashboard on your phone

Improvements

• Split dashboard and notify into separate parameters (dashboard=True by default for remote)
• Renamed notifications.ipynb to monitoring.ipynb
• Modern card-style layout with responsive breakpoints
• Clean parameter names (model prefix stripped)
• Deferred provisioning -- GPU auto-detected from nuts_sampler at sample time