v3.1.9

New features

• [FEAT] Add SOFTSSharp model @hljubic (#1516)
• [FEAT] Add ray scheduler and refactor optuna and ray kwargs @marcopeix (#1531)
• [FEAT] Transfer learning with cross-validation @marcopeix (#1530)
• [FEAT] Add Optuna create_study_kwargs @marcopeix (#1528)
• [FEAT] Add study kwargs for Optuna @marcopeix (#1527)
• [FEAT] Can pass run_config with Ray @marcopeix (#1525)

Documentation

• [DOC] Updates for v.3.1.9 @marcopeix (#1533)
• [DOC] Fix image paths @deven367 (#1517)

Bug fixes

• [FIX] Get rid of Lightning tips and deprecation messages @elephaint (#1532)
• [FIX] ResetEarlyStopping state in cross-validation when refit=True @marcopeix (#1529)
• [FIX] Upgrade idna to fix vulnerability @marcopeix (#1526)
• [FIX] Return self so we don't lose HINT wrapper and preds are reconciled @marcopeix (#1524)