TODOs
TL;DR
The public documentation release is complete for MENoBiS 1.0.1. Remaining
work focuses on solver robustness, benchmark reporting, packaging, and extension
walkthroughs.
Public release status
| Item |
Status |
| GitHub Pages site |
completed for https://uladribia.github.io/menobis/ |
| Rendered and downloadable notebook |
completed: docs/examples/main-use-cases.ipynb |
| User-first docs structure |
completed: tutorials, model selection, reference, development |
| Public version metadata |
completed for release 1.0.1 |
| Strict docs build |
required before every release |
Release follow-up
Keep this page as the backlog. Do not recreate PLAN.md; release planning
now lives here.
Scientific and solver backlog
| Item |
Notes |
| W zero-inflated convergence |
strength-edges and strength-degree remain experimental |
| Sparse zero-inflated regimes |
ME/B can be ill-conditioned when occupations are nearly binary |
| W strength-cost damping |
large no-self-loop cases can be slow or sensitive |
| Saturation handling audits |
keep boundary cases explicit and tested |
| More cost providers |
add Rust providers instead of dense cost matrices |
| Sparse-support fitting |
support user-provided masks without dense state |
Benchmarking backlog
| Item |
Notes |
| Incremental persistence |
long runs should save partial results |
| Chunked benchmark presets |
avoid all-case timeout-prone runs |
| Local-machine report template |
help users report CPU, RAM, wall time, and dataset size |
| Parallel all-pairs sweeps |
improve CPU utilization where reproducibility allows |
| Better W diagnostics |
expose boundary margins and stopping causes clearly |
Engineering backlog
| Item |
Notes |
| Reduce wrapper repetition |
keep public API small; use internal factories where safe |
| More real-data examples |
OpenFlights is available; add more OD datasets carefully |
| Release packaging |
future PyPI wheels and crates.io publication |
| Agent extension workflow |
keep docs concise and code-source-of-truth oriented |
Integrated audit points