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UTSAVS26 / PyVerse

PyVerse is an open-source collection of diverse Python projects, tools, and scripts, ranging from beginner to advanced, across various domains like machine learning, web development, and automation.
https://sites.google.com/view/pyverse-python-universe/
MIT License
50 stars 130 forks source link

📃: Add Explainable AI folder and some code additions to it #300

Open inkerton opened 5 days ago

inkerton commented 5 days ago

:red_circle: Title :Explainable AI :red_circle: Aim :Explainable AI folder and code addition. I have a Research Paper written on these algorithms and their borad use of how they may help in explaining the process behind the AI's approach and eliminating the black box problem that the ML industry has been facing. These are unique solutions to for this problem. :red_circle: Brief Explanation : Explainable AI is a new filed recently emerging. It consists of all the methods functions used to disfigure the process of how an AI came to a conclusion. There are many Algorithms used for it from Lower leveled simple algos to higher more complex Algos.

Screenshots 📷

This is model visualization Algo used to decipher the AI 's decision tree. image

:white_check_mark: To be Mentioned while taking the issue :

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

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