update docs

Author: JelmerBot

docs/conf.py

@@ -84,7 +84,7 @@
 intersphinx_mapping = {
     "python": ("https://docs.python.org/{.major}".format(sys.version_info), None),
     "numpy": ("https://docs.scipy.org/doc/numpy/", None),
-    "scikit-learn": ("https://scikit-learn.org/stable/modules/classes.html", None),
+    "scikit-learn": ("https://scikit-learn.org/stable/", None),
 }
 
 templates_path = ["_templates"]

docs/examples.rst

@@ -10,4 +10,4 @@ The notebooks below demonstrate MultiMST on different datasets.
    Demo_spiral.ipynb
    Benchmark_MNIST.ipynb
    Benchmark_recall.ipynb
-   
+   Benchmark_sensitivity.ipynb

docs/index.rst

@@ -186,6 +186,7 @@ Supported Tasks
 All three classes support several downstream tasks.
 
 .. code:: python
+    
     # Dimensionality reduction
     # - Creates fitted UMAP or TSNE models from the computed manifold graph.
     projector = model.umap(n_components=2) # or

pyproject.toml

@@ -41,7 +41,7 @@ namespaces = false
 [project.optional-dependencies]
 tests = ["pytest"]
 docs = [
-  "sphinx >= 8",
+  # "sphinx >= 8.2", assume CI/CD system has latest version
   "nbsphinx >= 0.9",
   "sphinx_rtd_theme >= 2.0",
   "matplotlib >= 3.8",