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Python Programming for Finance and Economics

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I propose that we remove the section https://python-programming.quantecon.org/python_oop.html#example-a-market, since - the lecture is already long - we now have a more careful treatment of supply and demand in https://python-programming.quantecon.org/python_oop.html#example-a-market -...

This figure needs to be updated: https://python-programming.quantecon.org/about_py.html#relative-popularity

We need to rename this repository to be `QuantEcon` compliant `lecture-python-programming` `lecture-python-programming.notebooks` or `lecture-programming` `lecture-programming.notebooks`

thanks @jstac -- we can migrate it. - [ ] migrate `pandas_panel` to python-programming lecture series. _Originally posted by @mmcky in https://github.com/QuantEcon/lecture-stats/issues/21#issuecomment-1965630172_

Add a lecture based on the [numba_cuda notebook](https://colab.research.google.com/github/cbernet/maldives/blob/master/numba/numba_cuda.ipynb#scrollTo=5U0yngpWU1Sg) written by @jstac with an introduction to basic concepts such as kernel declaration, kernel invocation, and other terminologies on GPU programming.

With the upgrade in software #292 there are some debugger warnings ``` /home/runner/work/lecture-python-programming.myst/lecture-python-programming.myst/lectures/parallelization.md: Executing notebook using local CWD [mystnb] 0.00s - Debugger warning: It seems that frozen modules are being...

This is a nice reference point for when we review the `pandas` lecture

Add lecture on `polars` library as a `pandas` substitute It seems that polars is getting ever more popular. https://www.confessionsofadataguy.com/replacing-pandas-with-polars-a-practical-guide/

Adding filtering and vectoriasation functions such as pandas.Series.str.contains()...