Created by: seliverstov
- Multilingual and english BERT-based models for classification
- Knowledge base based Question Answering model
- Refactor train script to class to simplify its modification and extension
- Super-convergence keras model class
- +3 F1 for speller correction with new custom vocab_penalty property for searcher_component
- Refactored FAQ Skill
- Add universal method
destroyinComponentclass -
--no-default-skilloptional flag if your component implements an interface of DeepPavlov Skill -
--statefuland--multiinstanceflags for Amazon Alexa integration - Move
utilsmodule from project root in todeeppavlovmodule - Many minor improvements and bug fixes, including logging, Elmo save/load and many other