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Merge pull request #53 from firefly-cpp/master
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Add link to the API
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lukapecnik committed Sep 22, 2021
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Expand Up @@ -68,6 +68,10 @@ $ python3 setup.py install

There is a simple Graphical User Interface for the NiaAML package available [here](https://github.com/lukapecnik/NiaAML-GUI).

## API

There is a simple API for remote work with NiaAML package available [here](https://github.com/alenrajsp/NiaAML-API).

## Components

[Click here](COMPONENTS.md) for a list of currently implemented components divided into groups: classifiers, feature selection algorithms and feature transformation algorithms. At the end you can also see a list of currently implemented fitness functions for the optimization process, categorical features' encoders, and missing values' imputers. All of the components are passed into the optimization process using their class names. Let's say we want to choose between Adaptive Boosting, Bagging and Multi Layer Perceptron classifiers, Select K Best and Select Percentile feature selection algorithms and Normalizer as the feature transformation algorithm (may not be selected during the optimization process).
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