Will Dean

Results 41 issues of Will Dean

Running in the colab notebook, noticed guard clauses are not supported in the cell rendering. Thought they are common enough, to get support ```python # works @latexify.function def foo(x): if...

feature

### Issue with current documentation: A function or two from the `__all__` of the shape_utils module is missing from this documentation page [here](https://www.pymc.io/projects/docs/en/stable/api/shape_utils.html) Also, the rendering of those functions' returns...

docs

# Overview In order to keep the project looking alive and well, I think some automations should be set in place for: - Documentation #780 - PyPI releases There have...

In order to create a CTE query like this one ```sql -- Query from https://learnsql.com/blog/what-is-common-table-expression/ WITH highest AS ( SELECT branch, date, MAX(unit_price) AS highest_price FROM sales GROUP BY branch,...

There have been a few recent changes to the document. However, there is no set process to have them updated. Based on the read the docs page, it seems the...

# Notebook proposal **Title**: New distributions with `CustomDist` ## Why should this notebook be added to pymc-examples? Provide example(s) of the flexibility that PyMC provides with the `CustomDist` and auto-probability....

proposal

## Description ## Related Issue - [x] Closes #644 - [ ] Related to # ## Checklist - [ ] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) - [ ]...

It would be awfully convenient to be able to build a single notebook, only the notebooks, or specific module docstrings. The `make html` command is very helpful. However, the build...

docs

The [mode parameter](https://github.com/pymc-labs/pymc-marketing/blob/78964f0708179da63080a7d5c0398433616f774c/pymc_marketing/mmm/transformers.py#L30) of the batched_convolution function isn't exposed in the subsequent adstock functions. For instance, it is [hard coded](https://github.com/pymc-labs/pymc-marketing/blob/78964f0708179da63080a7d5c0398433616f774c/pymc_marketing/mmm/transformers.py#L206).

enhancement
good first issue
MMM

Default implementation uses Gamma distribution which doesn't work well with delta x (and delta y) being negative. Absolute value of the difference and delta_y could fix. Location of change: https://github.com/pymc-labs/pymc-marketing/blob/78964f0708179da63080a7d5c0398433616f774c/pymc_marketing/mmm/lift_test.py#L278-L287...

bug
MMM