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ombhojane / explainableai

Increase interpretability of your models!
https://pypi.org/project/explainableai/
MIT License
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[FEATURE] Input Data Validation for CSV Files #89

Open Sunny1198 opened 1 month ago

Sunny1198 commented 1 month ago

Description

Add a validation check for input data files (e.g., CSV) to ensure they meet the required structure before being processed.

Problem it Solves

Currently, if users provide an incorrectly formatted file, it can lead to runtime errors and confusion. Proper validation would prevent these issues and guide users toward correcting their input.

Proposed Solution

Implement a function that checks for missing or incorrectly named columns and provides user-friendly error messages when data is invalid.

Alternatives Considered

Manual checks or relying on users to provide correctly formatted files.

Additional Context

This would improve overall user experience by preventing errors early in the workflow.

github-actions[bot] commented 1 month ago

👋 Thank you for raising an issue! We appreciate your effort in helping us improve. Our team will review it shortly. Stay tuned!

AtharvSomani commented 1 month ago

HI i want to work on this issuse

ombhojane commented 1 month ago

@Sunny1198 go ahead!