benchopt / benchopt/benchmark_tv_1d

[DOC] Missing references

Open
#57 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
2
Forks
7
PR merge metrics
No merged PRs in 30d

Description

I have realized that most solvers do not have a clear reference.
This includes:

- [ ] ADMM.py (may be this: https://stanford.edu/~boyd/papers/admm_distr_stats.html ?)
- [ ] ChambollePockPDsplit.py (ref clear from name)
- [ ] CondatVu.py (ref clear from name)
- [ ] DPGD.py (not sure which ref to use).
- [ ] FP.py (no idea what would be the source)
- [ ] ISTA.py (ref : Beck and Teboulle 2009?)
- [ ] PGD.py (ref: prox book by Boyd? : https://web.stanford.edu/~boyd/papers/pdf/prox_algs.pdf ?)

May be @svaiter or @tomMoral you have in mind the missing ones?

Contributor guide

No contributing guide indexed for this repository

Research direction

Review ADMM.py, ChambollePockPDsplit.py, CondatVu.py, DPGD.py, FP.py, ISTA.py, and PGD.py, starting with the candidate references linked in the issue and the names of the solvers. Confirm the intended source for each solver and document the references in the relevant files. Done means every listed solver has a verified reference.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
documentation
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.