Fix dead links reported by a crawl of the site

- favicon: assets/favicon.ico does not exist (404 on every page), use assets/img/logo_notext.png
- news: [in the team](board) resolved to /board (404), link to site/board.html
- news: malformed httpshttps:// link
- blog: joblib.Memory documentation moved

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

Author: jchiquet

_quarto.yml

@@ -20,7 +20,7 @@ website:
     locale: en_US
   twitter-card:
     card-style: summary_large_image
-  favicon: assets/favicon.ico
+  favicon: assets/img/logo_notext.png
   navbar:
     background: primary
     logo-alt: Computo’s Logo

blog/2023-07-04-what-reproducibility/index.qmd

@@ -39,7 +39,7 @@ When applicable, the switch from external to editorial reproducibility is done w
 ## Examples of data transfer solutions
 
 ### Intermediate results storage
-- in python environment: the [`joblib.Memory`](https://joblib.readthedocs.io/en/latest/memory.html) class which provides a caching mechanism for python functions, and can be used to save the results of a function call to disk, and load it back later.
+- in python environment: the [`joblib.Memory`](https://joblib.readthedocs.io/en/stable/generated/joblib.Memory.html) class which provides a caching mechanism for python functions, and can be used to save the results of a function call to disk, and load it back later.
 - in R environment: the `.RData` file format, which can be loaded back in R with the `load()` function.
 
 ### Transfer of the results to the notebook environment

news.yml

@@ -34,7 +34,7 @@
 
     [François-David](https://fradav.github.io/) and
 
-    [Ghislain](https://gdurif.perso.math.cnrs.fr/) [in the team](board) 👨‍💻 !
+    [Ghislain](https://gdurif.perso.math.cnrs.fr/) [in the team](site/board.html) 👨‍💻 !
 
     Thanks for their support.
 
@@ -47,7 +47,7 @@
 
     Delighted to welcome
 
-    [Marie-Pierre](httpshttps://marieetienne.github.io/) [in the team](board) 👨‍💻 !
+    [Marie-Pierre](https://marieetienne.github.io/) [in the team](site/board.html) 👨‍💻 !
 
 - date: 2023-06-21 07:59:00-0400
   description: >2+
@@ -64,7 +64,7 @@
 
     Delighted to welcome
 
-    [Aymeric Stamm](https://astamm.github.io/) [in the team](board) 👨‍💻 !
+    [Aymeric Stamm](https://astamm.github.io/) [in the team](site/board.html) 👨‍💻 !
 
 - date: 2025-09-16 07:59:00-0400
   description: >2+
@@ -83,7 +83,7 @@
 
     Happy to welcome
 
-    [Mathieu Carrière](https://www-sop.inria.fr/members/Mathieu.Carriere/) [in the team](board) 👨‍💻 !
+    [Mathieu Carrière](https://www-sop.inria.fr/members/Mathieu.Carriere/) [in the team](site/board.html) 👨‍💻 !
 
 - date: 2026-12-16 07:59:00-0400
   description: >2+