MAINT: Update the software stack to use latest versions

[mmcky]

This PR updates the software stack

• anaconda
• jupyter-book
• quantecon-book-theme
• sphinx-exercise
• sphinx-tojupyter

[mmcky]

@shlff would you have 10 minutes to cast an eye over the generated preview above and let me know if you spot any issues (as a double check). This is a big upgrade to the software so it would be great to get a second opinion on:

• html
• download ipynb
• download pdf
• check argmax and argmin rendering in mathjax (html)

[mmcky]

@AakashGfude it looks like the pdf build on this update is not working with error

I did a clean build and this is no longer an issue -- must have been a stale cache on my local.

[shlff]

@shlff would you have 10 minutes to cast an eye over the generated preview above and let me know if you spot any issues (as a double check). This is a big upgrade to the software so it would be great to get a second opinion on:

• html
• download ipynb
• download pdf
• check argmax and argmin rendering in mathjax (html)

Thanks @mmcky . I can still observe the issue of argmax and argmin rendering in mathjax (HTML) in the following lecture (HTML only):

• https://616d02875208b67a0f2eb73f--wonderful-lalande-528d1c.netlify.app/orth_proj.html

Please find the screenshots:

And some math expressions are not compiled in the following lecture (in HTML, pdf, but not in notebook):

• https://616d02875208b67a0f2eb73f--wonderful-lalande-528d1c.netlify.app/asset_pricing_lph.html

Please find the screenshots (HTML and PDF respectively):

[mmcky]

thanks for these comments @shlff I will look into them.

[mmcky]

@AakashGfude any idea why these argmin and argmax are not getting rendered by mathjax. It looks like they are defined in the quantecon-book-theme==0.3.0 (which I am using to build) and I have used the inspector to see they are "loaded" in the top level Mathjax object. Is this an svg thing?

https://619afbecc6e9b4374cbbd7c6--wonderful-lalande-528d1c.netlify.app/orth_proj.html

[mmcky]

• the issue relating to math rendering in https://616d02875208b67a0f2eb73f--wonderful-lalande-528d1c.netlify.app/asset_pricing_lph.html is resolved in [asset-pricing-lph] enable myst-extensions including amsmath #102

[mmcky]

thanks @AakashGfude the config just needed a little tweaking in _config.yml

But looks good now:

https://619b2287bf0f7454e6b041d5--wonderful-lalande-528d1c.netlify.app/orth_proj.html#solution

[mmcky]

@shlff I think we have resolved all your comments. Thanks for looking at the previews. I might merge this later this week so let me know if you have any other comments etc. Thanks.