Deeppavlov

Latest version: v1.6.0

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0.0.3

* 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

0.0.2

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

0.0.1

* 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

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