chore

[sumny]

• update and unify all READMEs and docs
• update syncshare link and yahpo_data
• update paper refs
• reiterate R docu and tests, extend tests
• add faq about repl
• link orig lcbench repo and nb301 repo somewhere appropriately
• maybe provide proper bib versions of citeable stuff
• 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

• rbv2 f1 #55
• rbv2_* and iaml_* #65
• Could you add the documentation in this thread to README.md? #80

New datasets

• PD1
• fairness
• high dim BO (?)

Updates

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