changing paths to use the directory name instead of html

Author: acostadon

conda/environments/all_cuda-129_arch-x86_64.yaml

@@ -26,8 +26,8 @@ dependencies:
 - pydata-sphinx-theme
 - pylibcugraph==25.8.*,>=0.0.0a0
 - pylibwholegraph==25.8.*,>=0.0.0a0
+- sphinx
 - sphinx-copybutton
 - sphinx-markdown-tables
-- sphinx>=8,<8.2.0
 - sphinxcontrib-websupport
 name: all_cuda-129_arch-x86_64

dependencies.yaml

@@ -74,8 +74,7 @@ dependencies:
           - pydata-sphinx-theme
           - sphinx-copybutton
           - sphinx-markdown-tables
-          # the ceiling on sphinx can be removed when https://github.com/spatialaudio/nbsphinx/issues/825 is resolved
-          - sphinx>=8,<8.2.0
+          - sphinx
           - sphinxcontrib-websupport
 
   # this repo only uses conda and 1 major version of CUDA, so

docs/cugraph-docs/source/graph_support/algorithms/algorithms_top.md

@@ -32,7 +32,7 @@ Note: Multi-GPU, or MG, includes support for Multi-Node Multi-GPU (also called M
 
 | Category          | Notebooks                          | Scale               | Notes                                                           |
 | ----------------- | ---------------------------------- | ------------------- | --------------------------------------------------------------- |
-| [Centrality](./Centrality.html)        | [Centrality](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/centrality/Centrality.ipynb)          |           |        |
+| [Centrality](./Centrality/)        | [Centrality](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/centrality/Centrality.ipynb)          |           |        |
 |                   | [Katz](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/centrality/Katz.ipynb)                                    | __Multi-GPU__  |                  |
 |                   | [Betweenness Centrality](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/centrality/Betweenness.ipynb)           | __Multi-GPU__  | MG as of 23.06   |
 |                   | [Edge Betweenness Centrality](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/centrality/Betweenness.ipynb)      | __Multi-GPU__  | MG as of 23.08   |
@@ -65,7 +65,7 @@ Note: Multi-GPU, or MG, includes support for Multi-Node Multi-GPU (also called M
 |                   | [Pagerank](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/link_analysis/Pagerank.ipynb)                | __Multi-GPU__ | [C++ README](./cpp_algorithms/centrality_cpp.html#Pagerank)                |
 |                   | [Personal Pagerank]()                  | __Multi-GPU__ | [C++ README](./cpp_algorithms/centrality_cpp.html#Personalized-Pagerank)   |
 |                   | [HITS](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/link_analysis/HITS.ipynb)        | __Multi-GPU__ |                |
-| [Link Prediction](./Similarity.html)   |                                    |                     |                                                                 |
+| [Link Prediction](./Similarity)   |                                    |                     |                                                                 |
 |                   | [Jaccard Similarity](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/link_prediction/Jaccard-Similarity.ipynb)                 | __Multi-GPU__      | Directed graph only                         |
 |                   | [Weighted Jaccard Similarity](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/link_prediction/Jaccard-Similarity.ipynb)        | Single-GPU          |                                                                 |
 |                   | [Overlap Similarity](https://github.com/rapidsai/cugraph/blob/main/notebooks/algorithms/link_prediction/Overlap-Similarity.ipynb)                 | **Multi-GPU** |                                                   |