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[P] Open-sourcing LEURN: An Explainable and Generative AI For Tabular Data
March 8, 2024, 6:41 a.m. | /u/MLC_Money
Machine Learning www.reddit.com
I'm open-sourcing LEURN- an Explainable and Generative AI For Tabular Data.
[https://github.com/CaglarAytekin/LEURN/](https://github.com/CaglarAytekin/LEURN/)
This is an inherently explainable neural network which generates a univariate decision tree which you can also use as a generator.
Please find extensive demo in the repo.
**Explanation Format**
* LEURN provides the category that a sample falls into. It gives upper and lower boundaries for numerical features, category sets for categorical features.
* LEURN also provides each feature's exact additive contribution to final result. …
data decision demo format generative generator hello machinelearning network neural network tabular tabular data tree
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