Update GP-Latent.ipynb to v4 #413
Conversation
|
Check out this pull request on See visual diffs & provide feedback on Jupyter Notebooks. Powered by ReviewNB |
|
|
||
| +++ | ||
|
|
||
| The `gp.Latent` class is a direct implementation of a Gaussian process without approximation. Given a mean and covariance function, we can place a prior on the function $f(x)$, |
There was a problem hiding this comment.
| The `gp.Latent` class is a direct implementation of a Gaussian process without approximation. Given a mean and covariance function, we can place a prior on the function $f(x)$, | |
| The {class}`pymc.gp.Latent` class is a direct implementation of a Gaussian process without approximation. Given a mean and covariance function, we can place a prior on the function $f(x)$, |
I would use this so it is rendered as a link. And not related here but I'd also update the docstring of the class so it links to this notebook. If you add :ref:`nb:gp_latent` somewhere on the docstring, the link to this notebook will be added, expanding that target as the title of the page.
There was a problem hiding this comment.
That is very cool. Is this the page to read about how this works? https://docs.readthedocs.io/en/stable/guides/cross-referencing-with-sphinx.html#the-ref-role
There was a problem hiding this comment.
yes, this is a good reference
|
View / edit / reply to this conversation on ReviewNB OriolAbril commented on 2022-08-09T04:13:12Z Line #8. f_post = idata.posterior["f"].stack(samples=["chain", "draw"]).T If you use the current arviz development version you can do
f_post = az.extract(idata, var_names="f").transpose("sample", ...)
I assume plot_pg_dist wants the sample dimension to be the first one. bwengals commented on 2022-09-28T19:14:32Z Yup it does. |
|
View / edit / reply to this conversation on ReviewNB OriolAbril commented on 2022-08-09T04:13:13Z can you add a watermark title right above the watermark code cell? and the bwengals commented on 2022-09-28T19:13:09Z Ah yup, added |
|
Ah yup, added View entire conversation on ReviewNB |
|
Yup it does. View entire conversation on ReviewNB |
Update GP-Latent.ipynb to V4
This notebook was previously merged (see discussion in #371) but was overwritten. This PR re-adds it.