Duplicated figures on M2L2V4.ipynb

[pcrespoo]

There's an issue with this code, where the matplotlib figures are duplicating when executing the code.

After some time investigating this issue, it's necessary to close the figures after plotting them, otherwise matplotlib keeps referencing a global state variable, causing the figures duplication.

How to fix

After each st.pyplot(fig), run plt.close(fig)