Release 0.2.0
- Multilingual and English BERT-based models for classification and SQuAD
- 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 forsearcher_component
- Refactored similarity matching skill
- Add universal method
destroy
inComponent
class --no-default-skill
optional flag if your component implements an interface of DeepPavlov skill--stateful
and--multiinstance
flags for Amazon Alexa integration- Move
utils
module from project root intodeeppavlov
module - Many minor improvements and bug fixes, including logging, ELMo save/load and many other