Juan Orduz

Add `_as_tensor_variable` converter for pandas objects

12

## Description of your problem Aesara can not convert pandas dataframes into tensors. @twiecki suggested me to open an issue about it here :) **Please provide a minimal, self-contained, and...

Reinforcement Learning Notebook

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Closes https://github.com/pymc-devs/pymc-examples/issues/272 + [x] Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html + [x] PR description contains a link to the relevant issue: a tracker one for existing notebooks or a proposal one...

problem

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Hi! I am trying to use the jekyll jupyter notebook extension but I am having some problems! I receive the message: The page build failed for the `master` branch with...

I want to replace the conda env to Pipenv. In my experience is just easier to maintain https://pipenv.pypa.io/en/latest/ . I can also add https://github.com/dependabot to keep our packages up to...

Rewrite Intro Forecasting Notebooks in R

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It would be great to have R versions of the introductory forecasting notebooks (https://github.com/juanitorduz/btsa/tree/master/python/intro_forecasting) in out btsa repository.

Equinox models integration

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It would be nice to have `equinox_module` and `random_equinox_module` model functions in https://github.com/pyro-ppl/numpyro/blob/master/numpyro/contrib/module.py as [Equinox](https://github.com/patrick-kidger/equinox) seems to be in quite active development. Would this be a good addition? I could...

Add scalar Laplacian

1

Hi 👋 ! As discussed on Slack, adding the scalar Laplacian to the package could be interesting. As a reminder, the scalar [Laplacian](https://en.wikipedia.org/wiki/Laplace%E2%80%93Beltrami_operator) is a second-order differential operator which can...

[AutoCES] Add external regressors support

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### Description Id woulr be great to allow `AutoCES` support external regressors.According to the paper in the doc strings https://onlinelibrary.wiley.com/doi/full/10.1002/nav.22074 it is possible: > The state space form ([8](https://onlinelibrary.wiley.com/doi/full/10.1002/nav.22074#nav22074-disp-0009)) permits...

### Description It would be great to have an implementation of these state space models: *Univariate unobserved components time series model These are also known as structural time series models,...

Timeseries models derived from generative graph

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As discussed with @ricardoV94 I will port the gist https://gist.github.com/ricardoV94/a49b2cc1cf0f32a5f6dc31d6856ccb63#file-pymc_timeseries_ma-ipynb into the PyMC Example Gallery. I will add text and explanation to the existing working code :) ---- 📚 Documentation...