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TPOT 0.10.0 Release
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@weixuanfu weixuanfu released this 12 Apr 14:48
· 423 commits to master since this release
v0.10.0
75dc2a0
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Learn about vigilant mode.
  • 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 named DatasetSelector 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.
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