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Getting started

To help you get started quickly in the field of XAI, specifically using the dimlpfidex algorithms, here is a recommended plan to follow:

  1. Install our algorithms following the installation guide.
  2. (Optional) Install our user interface following the GUI page.
  3. Take a moment to follow one of our notebooks. Here is a selection for you to dive into the use of dimlpfidex tools:

  • BCW Notebook

    Dive into breast cancer classification and rule extraction with dimlpBT and various Fidex algorithms.

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  • OCD Notebook

    Dive into breast obesity risk classification and rule extraction with our random forest and various Fidex algorithms.

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  • MNIST Notebook

    Dive into handwritten digits classification and rule extraction with our CNN and various Fidex algorithms.

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  • Cracks Notebook

    Dive into surface cracks detection and rule extraction with our CNN using VGG16 and various fidex algorithms.

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  • OmniXAI Notebook

    Learn to use dimlpfidex within the OmniXAI library by exploring the heart attack prediction and extracting rules.

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  • GUI Notebook

    Learn to use our user interface to ease your interaction with configuration files.

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