Add Bodo to Pandas docs / website

[ehariri]

On the Scaling to large datasets page, for example, Bodo can be mentioned in the Use other libraries section found here:
https://pandas.pydata.org/pandas-docs/stable/user_guide/scale.html#use-other-libraries.

Bodo can be mentioned on the Enhancing performance page similar to how Numba is here: https://pandas.pydata.org/pandas-docs/stable/user_guide/enhancingperf.html#numba-jit-compilation. The use of the @bodo.jit decorator should be shown. Also, we can allow the option for engine="bodo" for select functions for users that want to use bodo to optimize.

Bodo's logo should be alongside other Pandas' sponsors.

[datapythonista]

Bodo should also be listed in the pandas ecosystem page (we've got two at the moment, we need to merge them).

[datapythonista]

Just note that the user guide about scaling used to have a long section about Dask from a long time ago when was probably the only pandas-like distributed system. But this Dask section was removed recently in favor of one that simply links to the corresponding page on the ecosystem: https://pandas.pydata.org/docs/dev/user_guide/scale.html#use-other-libraries.

Letting you know since the first part of the description is not accurate anymore after the last changes, and it's the Ecosystem where the Bodo information should be added, next to PySpark, Dask, Modin...