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ALToolbox
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ALToolbox is a framework for active learning annotation in natural language processing. Currently, the framework supports text classification and sequence tagging tasks. ALToolbox provides state-of-the-art query strategies, serverless annotation tool for Jupyter IDE, and a set of tools that help to reduce computational overhead / duration of AL iterations and increase annotated data reusability.

Getting Started
===============

.. toctree::
   :caption: Getting Started
   :maxdepth: 1
   :hidden:

   install
   quick_start


.. toctree::
   :caption: Overview
   :maxdepth: 1
   :hidden:

   query_strategies
   subsampling_strategies
   post_processing
   gui


.. toctree::
   :caption: Basic usage
   :maxdepth: 1
   :hidden:

   basic_usage
   config_structure
   post_processing_usage
   new_strategies_addition
   new_subsampling_addition
   datasets
   models
   testing


- Installation: :doc:`install`
- Quick Start: :doc:`quick_start`



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Citation
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License
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2022 Autonomous Non-Profit Organization "Artificial Intelligence Research Institute" (AIRI). All rights reserved.

Licensed under the `MIT License <https://github.com/AIRI-Institute/al_toolbox/blob/main/LICENSE>`_

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