arviz
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Exploratory analysis of Bayesian models with Python
## Description Regarding issue #2076 : * Move CSS out of `gallery_generator.py` (all custom CSS should go in `custom.css`) * Convert template `CONTENTS_ENTRY_TEMPLATE` from raw HTML to RST, so it...
**Describe the bug** When the chains fed to `.from_dict()` have different lengths, the `chain` and `draw` dimension collapse to `chain: 1, draw: nchains`. **To Reproduce** ```python import arviz import numpy...
This PR add functionality for power-scaling sensitivity analysis. Details of the approach are described in Kallioinen et al. (2022) https://arxiv.org/abs/2107.14054 and the corresponding R package (with additional functionality) is available...
The 3 modules inside ArviZ are already quite independent, it would be good to divide them into smaller packages, and in the process clean up the dependency handling. * Create...
Opening this to share the first data organization refactor draft. DO NOT MERGE. Not only is is completely unmergeable right now, but it might also be a better idea we...
Greetings all, Previously I worked `rstanarm + easystats` package on R. Through `modalbased` package `estimate_means`, it is possible to plot probabilities for estimated means and predicted responses. It is really...
The current structure of the stats module has some challenges: * numba integration. In addition to the conditional jit decorator, we have many ad-hoc numba optimizations throughout the code, checking...
**Describe the bug** My collaboration partners ran into this when trying to do `idata.to_netcdf`. ``` --------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~\anaconda3\envs\CARenv\lib\site-packages\xarray\backends\file_manager.py in _acquire_with_cache_info(self, needs_lock) 198 try: --> 199...
## Description The goal is to close #230, close #2048 and close #2064. So even though the fix for #230 has already been voted on #2056, I expect some discussion...
## Tell us about it **Current State:** The [ArviZ example gallery](https://python.arviz.org/en/latest/examples/index.html) currently lists plots in alphabetical order (based on API name), but there are a few critiques: 1. It gets...
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Exploratory analysis of Bayesian models with Python