Merge branch 'master' into docs/template

.github/labeling-config.yml

@@ -1,5 +1,6 @@
 documentation:
   - docs/**/*
+  - README.md
 
 "topic: Audio":
   - src/torchmetrics/audio/*

.github/markdown.links.config.json → .github/markdown-links-config.json

@@ -2,6 +2,9 @@
   "ignorePatterns": [
     {
       "pattern": "^https://github.com/Lightning-AI/torchmetrics/pull/.*"
+    },
+    {
+      "pattern": ".*https://dev.azure.com/Lightning-AI/Metrics/_apis/build/status.*"
     }
   ],
   "httpHeaders": [

.github/workflows/ci-checks.yml

@@ -36,4 +36,4 @@ jobs:
   check-md-links:
     uses: Lightning-AI/utilities/.github/workflows/[email protected]
     with:
-      config-file: ".github/markdown.links.config.json"
+      config-file: ".github/markdown-links-config.json"

README.md

@@ -106,7 +106,7 @@ You can use TorchMetrics with any PyTorch model or with [PyTorch Lightning](http
 
 ### Module metrics
 
-The [module-based metrics](https://pytorchlightning.github.io/metrics/references/modules.html) contain internal metric states (similar to the parameters of the PyTorch module) that automate accumulation and synchronization across devices!
+The [module-based metrics](https://torchmetrics.readthedocs.io/en/stable/references/metric.html) contain internal metric states (similar to the parameters of the PyTorch module) that automate accumulation and synchronization across devices!
 
 - Automatic accumulation over multiple batches
 - Automatic synchronization between multiple devices