- Add a new
template
option 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). - Add
FeatureSetSelector
operator into TPOT for feature selection based on priori export knowledge. Please check our preprint paper for more details (Note: it was namedDatasetSelector
in 1st version paper but we will rename to FeatureSetSelector in next version of the paper) - Refine
n_jobs
parameter 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 #846. - Now
memory
parameter can create memory cache directory if it does not exist. It is related to the issue #837. - Fix minor bugs.