From 62ff516079c5f92ba1664066244c8f8b7368bb17 Mon Sep 17 00:00:00 2001
From: Miguel de Benito Delgado <m.debenito@appliedai-institute.de>
Date: Tue, 12 Sep 2023 13:10:46 +0200
Subject: [PATCH] [skip ci] Update README.md

---
 README.md | 18 +++++++-----------
 1 file changed, 7 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index 9730da5ba..9493ee5a6 100644
--- a/README.md
+++ b/README.md
@@ -8,27 +8,23 @@
 
 <p align="center" style="text-align:center;">
     <a href="https://github.com/aai-institute/pyDVL/actions/workflows/main.yaml">
-        <img src="https://github.com/aai-institute/pyDVL/actions/workflows/main.yaml/badge.svg" alt="Build Status"/>
+        <img src="https://github.com/aai-institute/pyDVL/actions/workflows/main.yaml/badge.svg" alt="Build status" >
     </a>
-    <br>
     <a href="https://pypi.org/project/pydvl/">
-        <img src="https://img.shields.io/pypi/v/pydvl.svg"/>
+        <img src="https://img.shields.io/pypi/v/pydvl.svg" alt="PyPI">
     </a>
     <a href="https://pypi.org/project/pydvl/">
-        <img src="https://img.shields.io/pypi/pyversions/pydvl.svg"/>
+        <img src="https://img.shields.io/pypi/pyversions/pydvl.svg" alt="Version">
     </a>
     <a href="https://raw.githubusercontent.com/aai-institute/pyDVL/master/LICENSE">
-        <img alt="License" src="https://img.shields.io/pypi/l/pydvl"/>
+        <img alt="License" src="https://img.shields.io/pypi/l/pydvl">
     </a>
     <a href="https://zenodo.org/badge/latestdoi/354117916">
         <img src="https://zenodo.org/badge/354117916.svg" alt="DOI">
     </a>
-</p>
-
-<p align="center" style="text-align:center;">
-    <strong>
-    <a href="https://aai-institute.github.io/pyDVL">Documentation</a>
-    </strong>
+    <a href="https://pydvl.org">
+        <img src="https://img.shields.io/badge/docs-All%20versions-009485" alt="documentation">
+    </a>
 </p>
 
 pyDVL collects algorithms for Data Valuation and Influence Function computation.