v0.1.0

What's Changed

• Add backend-neutral early stopping and optional JAX training backend by @debrevitatevitae in #1
• chore: add CI workflow with lint and test jobs by @debrevitatevitae with @Copilot in #2
• Add structured issue intake and contributor workflow guide by @debrevitatevitae with @Copilot in #4
• feat: add distribution-valued Gaussian head and MVE training stage by @debrevitatevitae in #3
• Add composable metric registration for JAX training/validation loops by @debrevitatevitae with @Copilot in #6
• Add mean and Gamma variance training stages by @debrevitatevitae in #8
• Audit: property-based testing by @debrevitatevitae in #9
• Rearrange examples by @debrevitatevitae in #10
• feat: add CMAPSS FD001 data exploration by @debrevitatevitae in #12
• feat: RUL curve plots with 95% predictive intervals for the CMAPSS example by @debrevitatevitae in #23
• feat: tracking sink, shared in-memory checkpoint store, README example paths by @debrevitatevitae in #33
• feat!: stage/split/metric naming scheme by @debrevitatevitae in #50
• docs: user documentation site (MkDocs Material + mkdocstrings) by @debrevitatevitae in #69
• docs: document the attributes of every public dataclass by @debrevitatevitae in #75
• Stages restore and finalize their own checkpoints under stage-scoped keys by @debrevitatevitae in #80
• Posterior stage (VeBNN Step 3) with pluggable inference methods by @debrevitatevitae in #90
• xsin example: widen epistemic bands in extrapolation by @debrevitatevitae in #93
• docs: motivate stage-based training on the docs homepage by @debrevitatevitae in #97
• Rename to stagereg and release 0.1.0 by @debrevitatevitae in #104

New Contributors

• @debrevitatevitae with @Copilot made their first contribution in #2

Full Changelog: https://github.com/GroupiSP/stagereg/commits/v0.1.0