TPOT 0.10.0 release #855
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TPOT 0.10.0 release #855
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First draft: Dataset selector as additional TPOT's operator
Template opt
Datasel op
Add first set of hyperparams
TPOT 0.10.0 dev
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templateoption to specify a desired structure for machine learning pipeline in TPOT. Check TPOT API (it will be updated once it is merge to master branch).FeatureSetSelectoroperator into TPOT for feature selection based on priori export knowledge. Please check our preprint paper for more details (Note: it was namedDatasetSelectorin 1st version paper but we will rename to FeatureSetSelector in next version of the paper)n_jobsparameter to accept value below -1. For n_jobs below -1, (n_cpus + 1 + n_jobs) are used. Thus for n_jobs = -2, all CPUs but one are used. It is related to the issue tpot crashes when entering negative numbers in n_jobs #846.memoryparameter can create memory cache directory if it does not exist. It is related to the issue tpot does not create memory dir and gives spurious error #837.