Nikolay Nikitin comments

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                                            Nikolay Nikitin

naming by the PEP8

В первую очередь нужно автоматизировать проверку - или PEP8bot, или как-то ещё.

Implement restart feature

https://machinelearningmastery.com/check-point-deep-learning-models-keras/ Can be useful as analogue

Upgrade numpy requirement

In the end, we removed DEAP and moved out optimizer to a different repo (see https://github.com/aimclub/GOLEM for details). The support of Python 3.10 is implemented in both FEDOT/GOLEM.

error while importing "from fedot.api.main import Fedot"

The support for 3.9 added.

Chain structure simplification

Тут нюанс ещё в том что у этих веток могут быть разные гиперпараметры.

Improve crossover and mutation for linear and full-DAG chains

Moved to GOLEM.

implementing tsfresh as a node in FEDOT

Now, TS classification is implemented in https://github.com/aimclub/Fedot.Industrial

Technical debt and refactoring

I think it can be closed as obsolete.

Include Fedot to AutoMLBenchmark framework

Готово, получается.

Time series classification with FEDOT?

Implemented in https://github.com/aimclub/Fedot.Industrial