optimized LWPLSR predictions using best hyperparams from model creation ; also added automatic feature selection during loading of a zip model to be consistent with the model created.

updated requirements.txt with latest required packages and gitignore for empty report export folders

on_click

-rearranging model creation script
-st.cache_data