[lectures] Review DeprecationWarning and FutureWarning

[mmcky]

Review all lecture series for

DeprecationWarning

• lecture-python-programming [numpy] fix deprecation issue from numpy and link checker issues lecture-python-programming.myst#340
• lecture-python-intro (20-March-2025: None reported)
• lecture-python FIX: Deprecation and Future Warnings lecture-python.myst#444
• lecture-python-advanced [lqramsey] MAINT: fix deprecation warnings lecture-python-advanced.myst#203, [change_ramsey] Updates to Code Required lecture-python-advanced.myst#201, [robustness] Deprecation Warnings lecture-python-advanced.myst#202
• lecture-jax (20th-May-2025: None Reported)

FutureWarning

• lecture-python-programming MAINT: fix FutureWarning and remove pandas_datareader lecture-python-programming.myst#341
• lecture-python-intro MAINT: fix Deprecation and FutureWarnings in series lecture-python-intro#580
• lecture-python FIX: Deprecation and Future Warnings lecture-python.myst#444
• lecture-python-advanced (20th May: None reported).
• lecture-jax MAINT: review and fix FutureWarnings lecture-jax#216
• need to fix quantecon-book-networks package MAINT: remove dependency on pandas_datareader quantecon-book-networks#15 will be fixed by FIX: remove pandas_datareader quantecon-book-networks#20

[mmcky]

@jstac just two lectures remain 🥳 . This should fix all current Deprecations and Future Warnings.

I am prototyping a new checker as well to see if we can automate to ensure we keep them out.

@kp992 will assist to fix those final two lectures in the advanced lecture series.

[mmcky]

@jstac this review is now completed. I will release quantecon_book_networks==1.5 to fix the issues reported on networks.quantecon.org notebooks.