- Fix a bug causing that
max_time_mins
parameter doesn't work whenuse_dask=True
in TPOT 0.9.5 - Now TPOT saves best pareto values best pareto pipeline s in checkpoint folder
- TPOT raises
ImportError
if operators in the TPOT configuration are not available whenverbosity>2
- Thank @PGijsbers for the suggestions. Now TPOT can save scores of individuals already evaluated in any generation even the evaluation process of that generation is interrupted/stopped. But it is noted that, in this case, TPOT will raise this warning message:
WARNING: TPOT may not provide a good pipeline if TPOT is stopped/interrupted in a early generation.
, because the pipelines in early generation, e.g. 1st generation, are evolved/modified very limited times via evolutionary algorithm. - Fix bugs in configuration of
TPOTRegressor
- Error fixes in documentation