chore

[sumny]

• [ ] update and unify all READMEs and docs
• [ ] update syncshare link and yahpo_data
• [x] update paper refs
• [ ] reiterate R docu and tests, extend tests
• [x] add faq about repl
• [ ] link orig lcbench repo and nb301 repo somewhere appropriately
• [ ] maybe provide proper bib versions of citeable stuff
• [x] update citation field of faq
• [ ] update benchmarks for v2
• [ ] python version likely >= 3.10 now
• [ ] check where old version is referenced
• [ ] notebooks and examples
• [ ] revisit how citation of papers are printed

Open issues

• [ ] #55
• [ ] #65
• [ ] #80

New datasets

• [ ] PD1
• [ ] fairness
• [ ] high dim BO (?)

Updates

• [ ] multi-class was partially difficult
  • [ ] fix 0 memory
• [x] new normalization (task-specific)
• [x] New PLR embeddings
• [ ] new MO problems for v2