DeepPavlov 0.0.4 (pre-alpha)

• Open Domain QnA skill for Russian & English
• SQuAD model for Russian
• Single unified model for NER and simple slot filler
• 10 new models for intent classification
• New component for GO bot connection to SQL database
• New event handler for training customisation
• New predict command
• Many bug fixes and minor improvements

DeepPavlov 0.0.3 (pre-alpha)

• Seq2Seq goal-oriented bot skill
• Ranking model
• SQuAD model
• 20 classes NER model
• Multithreading version of spacy_tokenizer for huge datasets
• Out of the box REST API for all models
• Simplified data handling for csv/json classification dataset
• Collection of commonly used layers for TF models
• Many bug fixes and minor improvements

DeepPavlov 0.0.2 (pre-alpha)

• chainer for train/inference pipeline building instead of "Mother" model
• New abstractions: Component, Estimator, NNModel
• New config structure
• Bug fixes and minor improvements

DeepPavlov 0.0.1 (pre-alpha)

• JSON config
• "Mother" models
• TFModel and Keras model abstract classes
• Pre-trained speller
• Pre-trained NER / slot filler
• Pre-trained goal-oriented chatbot
• Pre-trained intent classifier
• Pre-trained embeddings for the Russian language
• Training and inferring from command line
• Telegram UI