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

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inkerton opened this issue Oct 8, 2024 · 2 comments
Closed

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

inkerton opened this issue Oct 8, 2024 · 2 comments
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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. gssoc-ext hacktoberfest Level Update level2 Status: Assigned💻 Indicates an issue has been assigned to a contributor.

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@inkerton
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inkerton commented Oct 8, 2024

🔴 Title :Explainable AI
🔴 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.
🔴 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


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  • Full name : inkerton
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  • GSSOC

Happy Contributing 🚀

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

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github-actions bot commented Oct 8, 2024

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@UTSAVS26 UTSAVS26 added Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. Status: Assigned💻 Indicates an issue has been assigned to a contributor. level3 gssoc-ext hacktoberfest labels Oct 8, 2024
@inkerton inkerton mentioned this issue Oct 9, 2024
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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. gssoc-ext hacktoberfest Level Update level2 Status: Assigned💻 Indicates an issue has been assigned to a contributor.
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