Release 0.9.0

• A dataset reader for the IMDB Large Movie Review Dataset and sample configurations for training classifiers on it
• Models for speech recognition and synthesis based on NVIDIA NeMo
• A New hybrid NER model pre-trained for English and Vietnamese languages
• A pre-trained NER-based Model for Sentence Boundary Detection Task
• Many smaller changes and fixes

Release 0.8.0

• Configuration and model for DRCD (Chinese SQUAD) based on Chinese BERT
• Remove all Keras usage in favor of tensorflow.keras
• Start refactoring of goal-oriented bot code
• Update dependencies versions
• Add a BERT-embedding component as a first step of moving from google-research/bert to HuggingFace's Transformers
• Release BERT-based sentence embedders models
• Smaller changes and fixes

Release 0.7.1

• BERT for Extractive Summarization

Release 0.7.0

• Replace Flask with FastAPI everywhere
• A syntax parser model
• Deprecate Agent and Skill classes in favor of DeepPavlov Agent
• Change DeepPavlov settings structure
• Code style fixes
• Many smaller changes and fixes

Release 0.6.1

• New gobot tutorial
• Replace Flask with FastAPI for riseapi
• New section in quickstart documentation about out-of-the-box pretrained models
• Minor NER dataset reader fix
• Other minor documentation changes

Release 0.6.0

• New risesocket mode
• A wrapper for Rasa skills
• New gobot tutorial
• Conversational Bert in Russian
• Minor fixes and documentation updates

Release 0.5.1

• Downloads resuming after interruptions
• Small documentation tweaks
• Multilingual SQUAD configuration for inference

Release 0.5.0

• Conversational BERT model in English (trained on informal lexicon data)
• Updated requirements
• Python 3.7 support
• New DSL for building rule-based skills
• New SOTA insult-detection model based on the conversational BERT
• Updated documentation
• Refactored MorphoTagger classes to better conform DeepPavlov ideology
• Many smaller changes and fixes

Release 0.4.0

• New rule-based obscenity classifier for Russian language
• Lemmatization option in Morphotagger pipeline for Russian language
• Unification of default configuration variables as per #844
• Fixes in knowledge base dataset readers
• other minor fixes

Release 0.3.1

• Fixes in documentation
• Compressed BERT-based models
• Minor fixes