./math/py-arviz, Exploratory analysis of Bayesian models

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Branch: CURRENT, Version: 0.9.0, Package name: py37-arviz-0.9.0, Maintainer: minskim

ArviZ (pronounced "AR-vees") is a Python package for exploratory
analysis of Bayesian models. Includes functions for posterior
analysis, model checking, comparison and diagnostics.


Required to run:
[graphics/py-matplotlib] [devel/py-setuptools] [math/py-scipy] [math/py-numpy] [math/py-pandas] [devel/py-packaging] [lang/python37] [math/py-xarray] [math/py-netCDF4]

Required to build:
[pkgtools/cwrappers]

Master sites:

SHA1: 01268d658953ef91018c9a0fcd75d6e17577d212
RMD160: 37af60260a8682c83f174b6eae1a3cc98e049599
Filesize: 1401.847 KB

Version history: (Expand)


CVS history: (Expand)


   2020-07-01 18:03:59 by Adam Ciarcinski | Files touched by this commit (3) | Package updated
Log message:
py-arviz: updated to 0.9.0

v0.9.0:

Highlights
loo-pit KDE and HDI were improved
html_repr of InferenceData objects for jupyter notebooks
Support for PyJAGS
from_pymc3 automatically retrieves coords and dims from model context
plot_trace now supports multiple aesthetics to identify chain and variable shape \ 
and supports matplotlib aliases
plot_hdi can now take already computed HDI values

Deprecations
from_pymc3 without a model context available raises aFutureWarning and will be \ 
deprecated in a future version
In plot_trace, chain_prop and compact_prop as tuples will now raise a FutureWarning
hdi with 2d data raises a FutureWarning
   2020-02-16 04:02:15 by Min Sik Kim | Files touched by this commit (3) | Package updated
Log message:
math/py-arviz: Update to 0.6.1

Highlights:

- Initial bokeh support.
- Fully support numpyro
- log_likelihood and observed data from pyro
- ArviZ.jl
- improve rcparams
- fix az.concat functionality
- distplot docstring plotting example
   2020-01-19 00:36:14 by Roland Illig | Files touched by this commit (3046)
Log message:
all: migrate several HOMEPAGEs to https

pkglint --only "https instead of http" -r -F

With manual adjustments afterwards since pkglint 19.4.4 fixed a few
indentations in unrelated lines.

This mainly affects projects hosted at SourceForce, as well as
freedesktop.org, CTAN and GNU.
   2019-11-25 05:08:33 by Min Sik Kim | Files touched by this commit (4)
Log message:
math/py-arviz: Import version 0.5.1

ArviZ (pronounced "AR-vees") is a Python package for exploratory
analysis of Bayesian models. Includes functions for posterior
analysis, model checking, comparison and diagnostics.