update pydata post

Author: mloning

content/posts/pydata-paris-2025.md

@@ -1,12 +1,15 @@
 ---
 title: "Pydata Paris 2025"
 date: 2025-10-02T11:58:15+02:00
-last_modified: .Lastmod
 draft: false
 ---
 
 - `quarto` for publication-ready reports and presentations (see e.g. https://github.com/paddyroddy/talks)
+- an overview of the array API standard by Lucas Colley
 - optimal transport theory and Python library (https://github.com/PythonOT/POT)
 - free-threaded Python rollout (see https://labs.quansight.org/blog/free-threaded-python-rollout, https://lwn.net/Articles/1025893/)
 - conflict-free replicated data type (CRDT) for lock-free concurrent read/write access, they don't need locks because they accept conflicts but define rules ("merge" operations) that resolve conflicts (e.g. used collaborative text editors like Google Docs) (see https://read.thecoder.cafe/p/crdt)
 - met the maintainer of tslearn, @charavelg
+- Introductory talk on prediction intervals and quantile regression based on scikit-learn, but interface seems incomplete, more complete interfaces exists
+
+Talks are available on [here](https://www.youtube.com/playlist?list=PLGVZCDnMOq0rXq5aghELxbd-QgL8uyg0p).