Functionality update

• Enable end-to-end pip install topicnet (without BigARTM preinstalled) for Linux users.

• Adding recipe import into the library

• Support of custom regularizers

• Experimental feature allowing to change regularization coefficients during model training

• Documentation updated

• Various code improvements