Welcome to DeepPavlov's documentation!
======================================

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   Installation <intro/installation>
   QuickStart <intro/quick_start>
   General concepts <intro/overview>
   Configuration file <intro/configuration>
   Python pipelines <intro/python.ipynb>
   Models overview <features/overview>


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   :caption: Features

   Pre-trained embeddings <features/pretrained_vectors>
   AutoML <features/hypersearch>


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   :caption: Models

   Multitask BERT <features/models/multitask_bert>
   Context Question Answering <features/models/SQuAD.ipynb>
   Classification <features/models/classification.ipynb>
   Few-shot Classification <features/models/few_shot_classification>
   Named Entity Recognition <features/models/NER.ipynb>
   Entity Extraction <features/models/entity_extraction.ipynb>
   BERT-based models <features/models/bert>
   Morphological Tagging <features/models/morpho_tagger.ipynb>
   Neural Ranking <features/models/neural_ranking.ipynb>
   Spelling Correction <features/models/spelling_correction.ipynb>
   Syntactic Parsing <features/models/syntax_parser.ipynb>
   TF-IDF Ranking <features/models/tfidf_ranking.ipynb>
   Popularity Ranking <features/models/popularity_ranking.ipynb>
   Knowledge Base Question answering <features/models/KBQA.ipynb>
   Relation Extraction <features/models/relation_extraction.ipynb>
   SuperGLUE Submission <features/models/superglue>
   Open-Domain Question Answering <features/models/ODQA.ipynb>


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   :caption: Integrations

   REST API <integrations/rest_api>
   Socket API <integrations/socket_api>
   Amazon AWS deployment <integrations/aws_ec2>
   DeepPavlov settings <integrations/settings>


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   :caption: Developer Guides

   Contribution guide <devguides/contribution_guide>
   Register your model <devguides/registry>


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   :caption: Internships

   Internships <internships/internships>


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   :caption: Package Reference

   apiref/*


Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`