Repoint mlsysim.core.<engine-mod> -> mlsysim.engine.<mod>, the
from-mlsysim.core-import-calibration form, and mlsysim.infra -> mlsysim.infrastructure
across the deferred consumers: docs prose + tutorials, tutorial slides/cheatsheet/
exercises, paper.tex, README, cli/DESIGN.md, and the mlsysim_constants audit README.
Also fix two docstrings inside the moved engine modules (calibration.py, pipeline.py)
that still named the old core paths. Update the quartodoc config (sections list) to
the new module paths and add the engine package.
NOTE: the generated quartodoc API stubs under mlsysim/docs/api/ (core.*.qmd,
infra*.qmd) still carry the old paths — they regenerate from the updated config via
`quartodoc build` (toolchain not installed in this worktree), so they are left
untouched here rather than hand-edited. Run `quartodoc build` to refresh them.
482 passed; import clean.
Align the MLSys·im code, docs, paper, website, workflows, and lab wheel for the 0.1.1 release. This also fixes runtime/API issues found during release review and prepares the paper PDF plus archive package.
The solver.py refactoring renamed most solver classes from *Solver to
*Model (e.g. DistributedSolver → DistributedModel). The docs still
referenced the old names, causing the Quarto site build to fail with:
ImportError: cannot import name 'DistributedSolver' from 'mlsysim'
- Fix executable code cells in tutorials/distributed.qmd
- Update non-executable code examples across 10 doc files
- Rename 19 API reference files from *Solver.qmd to *Model.qmd
- SensitivitySolver and SynthesisSolver retain their names (correct)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
api-stability.md: defines stable/experimental/deprecated API tiers for
v0.1.x. Stable: Engine.solve, registries, PerformanceProfile fields.
Experimental: individual solvers, pipeline, DSE, CLI.
understanding-efficiency.md: reframes the eta parameter as a teaching
opportunity (CPI analogy from Patterson & Hennessy). Enumerates all 12
sub-factors, provides calibration procedure, and documents 4 fallacies.
