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georgian-io-archive / foreshadow

An automatic machine learning system
https://foreshadow.readthedocs.io
Apache License 2.0
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Automated hyperparameter Tuning for FS. #134

Open cchoquette opened 5 years ago

cchoquette commented 5 years ago

Description

see #133 which is manual hyperparameter by the user. This issue directly extends from #133 as FeatureEngineerer and Intents both may change the pipeline (# steps, # columns). Consequently, the proposed flow is as follows:

  1. tune intents
  2. tune engineerer
  3. tune the rest. Rinse and repeat. This flow is described in the design doc sequence diagram.

Estimate: 3 days

cchoquette commented 5 years ago

Uses the combination section.