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feat: model install argument

Merged Andrei Glinskii requested to merge feat/python-install-model into dev

Created by: IgnatovFedor

  • Added -i/--install CLI argument to install model requirements while using DeepPavlov model in any mode.
  • Added install argument to deeppavlov.build_model, deeppavlov.evaluate_model, deeppavlov.train_model to install model requirements.
  • Updated README.md and quick_start documentation.