Add page of causal video resources from PyMC community into the docs

[ParthJohri]

feat: Add causal videos from PyMC / PyMC Labs community Issue No: 374

closes #374

What type of PR:-

• ✨ Enhancement
• 📃 Documentation

Description

1. Added the causal_video_resources page markdown file for the PyMC Labs Videos, used iframe to add the videos.
2. Tested if the UI is responsive or not in both light and dark mode.
3. Updated the index.md for the knowledge base to include the page link for the causal_video_resources.

Screenshot & Screen recording

causal_videos_docs.mov

---

📚 Documentation preview 📚: https://causalpy--379.org.readthedocs.build/en/379/

[drbenvincent]

Great stuff. Thanks for this. Can I request a small change?

Remove the level 2 markdown header "PyMC Videos" and instead replace with Level 2 markdown headers with a short video title above each of the videos. Something like:

• Combining Bayes and Graph-based Causal Inference
• Bayesian Causal Modeling
• Guide to Causal Inference with PyMC

oh, and I think we may we well also add in the video from the home page as well seeing as that was pretty much a release announcement for CausalPy.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 85.60%. Comparing base (2ac74e5) to head (2154428).
Report is 2 commits behind head on main.

Additional details and impacted files

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##             main     #379   +/-   ##
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  Coverage   85.60%   85.60%           
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  Files          22       22           
  Lines        1716     1716           
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  Hits         1469     1469           
  Misses        247      247           

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[ParthJohri]

@drbenvincent , I made the following changes, please let me know if any other change has to be made.

Changes

• Removed level 2 pyVideos header.
• Added level 2 headers for respective causal videos.
• Added home page video of announcement for CausalPy in the causal video resources as well.

Screenshots

[drbenvincent]

Excellent. Very minor thing, but can we change What if Causal reasoning meets Bayesian Inference to What if? Causal reasoning meets Bayesian Inference. Then we are good to merge :)

[ParthJohri]

@drbenvincent I have made the title change, let me know if any other change has to be made?

[drbenvincent]

Thanks very much for your first contribution @ParthJohri!

If you have time, if relevant, I'd be interested to hear about any pain points in the process of contributing. For example, could the CONTRIBUTING doc be clearer etc, or did you run into any issues setting up the dev environment?

I'll slightly modify the PR title simply because that it what will appear in the auto generated release notes.

Thanks again!

[ParthJohri]

Thanks very much for your first contribution @ParthJohri!

If you have time, if relevant, I'd be interested to hear about any pain points in the process of contributing. For example, could the CONTRIBUTING doc be clearer etc, or did you run into any issues setting up the dev environment?

I'll slightly modify the PR title simply because that it what will appear in the auto generated release notes.

Thanks again!

No, the CONTRIBUTING doc was pretty descriptive, I did come across some issues, for example I was getting some errors with mamba so used conda for setting up the dev environment, and after it, I was able to complete the task without any problems.