Objective
Run a staged housekeeping program to minimize Copulas.jl maintenance and CI costs without reducing functional coverage or mixing unrelated behavioral changes into a single large pull request.
The guiding principle is one source of truth per mathematical or numerical mechanism. Similar-looking implementations must first be classified as accidental duplication, justified specialization, or genuinely different numerical problems.
Working rules
- Measure before changing, especially compilation time versus warm execution time.
- Keep mechanical moves separate from numerical or API changes.
- Add characterization tests before consolidating numerical implementations.
- Preserve closed forms and justified multiple-dispatch specializations.
- Organize tests around distinct dispatch paths, not every family-operation Cartesian product.
- Use small reviewable PRs, each with an explicit maintenance or CI benefit.
Success indicators
- fewer duplicated numerical implementations;
- clear ownership and discoverability of internal types;
- explicit mapping between representative models and dispatch paths;
- lower CI wall time and/or compilation work with equivalent functional coverage;
- removal of genuinely dead internal code and accidental API surface;
- documented follow-ups where consolidation is unsafe or premature.
The native GitHub sub-issues attached below track the independent workstreams. This issue is for coordination and aggregate progress only.
Objective
Run a staged housekeeping program to minimize Copulas.jl maintenance and CI costs without reducing functional coverage or mixing unrelated behavioral changes into a single large pull request.
The guiding principle is one source of truth per mathematical or numerical mechanism. Similar-looking implementations must first be classified as accidental duplication, justified specialization, or genuinely different numerical problems.
Working rules
Success indicators
The native GitHub sub-issues attached below track the independent workstreams. This issue is for coordination and aggregate progress only.