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Created by Elizaveta Lutsenko@LizLutsenkoOwner

Get rid of chain tuning API old version

Created by: J3FALL

Currently, in master we have 2 possibilities for fine tuning of models in chain: tune all nodes recursively or only models in primary nodes. However, these approaches limit the choice of tuning strategy and experiments, therefore new version (see https://github.com/nccr-itmo/FEDOT/pull/168) of fine tuning is in progress. Instead of recursive fine tuning, the chain is transformed to "flat" structure using ChainTemplate and ModelTemplate. For details, see class Tune.

After merge, we will have 2 versions of chain tuning, but it is planned to get rid of old version. Therefore, this issue is devoted to:

  1. Obtain the user experience of a new fine tuning
  2. Fix all examples of fine tuning in cases/examples
  3. Remove old version of fine tuning