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TPOT 0.9.6 Minor Release#841

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weixuanfu merged 42 commits intoEpistasisLab:masterfrom
weixuanfu:tpot-0.9.6
Mar 1, 2019
Merged

TPOT 0.9.6 Minor Release#841
weixuanfu merged 42 commits intoEpistasisLab:masterfrom
weixuanfu:tpot-0.9.6

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@weixuanfu
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Changes from TPOT 0.9.5

  • Fix a bug causing that max_time_mins parameter doesn't work when use_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 when verbosity>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

weixuanfu and others added 30 commits September 4, 2018 14:06
Use tqdm.autonotebook to automatically choose between console or notebook
… fixed due to this issue. will have a better workaround for it
random_state is inconsistency when using use_dask=True somehow
@weixuanfu weixuanfu merged commit 8e032b8 into EpistasisLab:master Mar 1, 2019
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Coverage Status

Coverage increased (+0.06%) to 96.431% when pulling 4a5575d on weixuanfu:tpot-0.9.6 into 507b45d on EpistasisLab:master.

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4 participants