Hey @RATUL_BHOWMIK,
I was able to resolve this issue by pinning the version of scikit-learn to 1.2.2 (based on this thread).
Your requirements.txt would look like:
numpy
pickle-mixin
streamlit
streamlit-option-menu
scikit-learn==1.2.2
I was able to deploy a forked version of your app here.