Add performance decorator for function metrics

[mertcolakoglu]

This decorator tracks the execution time and memory usage of any function it wraps, providing metrics for performance evaluation.

Describe your changes

Checklist

• I have read the [CONTRIBUTING]
• I have performed a self-review of my own code
• I have run the code locally and it works as expected
• I have commented my code, particularly in hard-to-understand areas

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