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troyyyyy 1 year ago
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      docs/Intro/Datasets.rst

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@@ -62,11 +62,11 @@ where each sublist in ``X``, e.g., |data_example|, is a data example and each im
Data Structure
--------------

Besides the user-provided dataset, various forms of data are utilized and dynamicly generated throughout the training and testing process of ABL framework. Examples include raw data, predicted pseudo-label, abduced pseudo-label, pseudo-label indices, etc. To manage this diversity and ensure a stable, versatile interface, ABL Kit employs `abstract data interfaces <../API/ablkit.data.html#structure>`_ to encapsulate different forms of data that will be used in the total learning process.
Besides the user-provided dataset, various forms of data are utilized and dynamicly generated throughout the training and testing process of ABL framework. Examples include raw data, predicted pseudo-label, abduced pseudo-label, pseudo-label indices, etc. To manage this diversity and ensure a stable, versatile interface, ABL Kit employs `abstract data interfaces <../API/ablkit.data.html#structures>`_ to encapsulate different forms of data that will be used in the total learning process.

``ListData`` is the underlying abstract data interface utilized in ABL Kit. As the fundamental data structure, ``ListData`` implements commonly used data manipulation methods and is responsible for transferring data between various components of ABL, ensuring that stages such as prediction, abductive reasoning, and training can utilize ``ListData`` as a unified input format. Before proceeding to other stages, user-provided datasets will be firstly converted into ``ListData``.

Besides providing a tuple of ``(X, gt_pseudo_label, Y)``, ABL Kit also allows users to directly supply data in ``ListData`` format, which similarly requires the inclusion of these three attributes. The following code shows the basic usage of ``ListData``. More information can be found in the `API documentation <../API/ablkit.data.html#structure>`_.
Besides providing a tuple of ``(X, gt_pseudo_label, Y)``, ABL Kit also allows users to directly supply data in ``ListData`` format, which similarly requires the inclusion of these three attributes. The following code shows the basic usage of ``ListData``. More information can be found in the `API documentation <../API/ablkit.data.html#structures>`_.

.. code-block:: python



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