bump release 0.19.0 (#2360)

* bump release 0.18.1

* set upper bound bokeh

* change version to 0.19

* remove bokeh pin

---------

Co-authored-by: Oriol (ProDesk) <[email protected]>

Author: aloctavodia

CHANGELOG.md

@@ -1,6 +1,6 @@
 # Change Log
 
-## v0.x.x Unreleased
+## v0.19.0 (2024 Jul 19)
 
 ### New features
 -  Use revised Pareto k threshold ([2349](https://github.com/arviz-devs/arviz/pull/2349))
@@ -19,12 +19,8 @@
 
 ### Deprecation
 -  Support for arrays and DataArrays in plot_khat has been deprecated. Only ELPDdata will be supported in the future ([2349](https://github.com/arviz-devs/arviz/pull/2349))
-
-
 -   Removed arguments `values2`, `fpr`, `pointwise`, and `pit` in `plot_ecdf` ([2316](https://github.com/arviz-devs/arviz/pull/2316))
 
-### Documentation
-
 ## v0.18.0 (2024 Apr 4)
 
 ### New features

arviz/__init__.py

@@ -1,6 +1,6 @@
 # pylint: disable=wildcard-import,invalid-name,wrong-import-position
 """ArviZ is a library for exploratory analysis of Bayesian models."""
-__version__ = "0.19.0.dev0"
+__version__ = "0.19.0"
 
 import logging
 import os