.. _quick_start:

===========
Quick Start
===========

For quick start, please see the examples of launching an active learning annotation or benchmarking a novel query stategy / unlabeled pool subsampling strategy for sequence tagging and text classification tasks:

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| #   | Notebook                                                                                                                                                                          |
+-----+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| 1   | `Launching Active Learning for Token Classification <https://github.com/AIRI-Institute/al_toolbox/blob/main/jupyterlab_demo/ner_demo.ipynb>`_                                     |
+-----+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| 2   | `Launching Active Learning for Text Classification <https://github.com/AIRI-Institute/al_toolbox/blob/main/jupyterlab_demo/cls_demo.ipynb>`_                                      |
+-----+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| 3   | `Benchmarking a novel AL query strategy / unlabeled pool subsampling strategy <https://github.com/AIRI-Institute/al_toolbox/blob/main/examples/benchmark_custom_strategy.ipynb>`_ |
+-----+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+