reorganise

Author: nmstreethran

docs/conf.py

@@ -23,14 +23,10 @@
 viewcode_line_numbers = True
 
 # https://myst-parser.readthedocs.io/en/latest/syntax/optional.html
-myst_enable_extensions = [
-    "amsmath",
-    "dollarmath",
-]
+myst_enable_extensions = ["amsmath", "dollarmath"]
 
 templates_path = ["_templates"]
-exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
-
+exclude_patterns = ["_build", "Thumbs.db", ".DS_Store", "*.tex", "*.sty", "*.bib", "*.pdf"]
 
 # -- Options for HTML output -------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
@@ -57,3 +53,5 @@
     ],
     "navbar_align": "right",
 }
+
+html_sidebars = {"report": []}

docs/index.rst

@@ -18,6 +18,9 @@ This work is derived from `Nithiya Streethran <https://github.com/nmstreethran>`
 .. important::
    Unfortunately, the datasets are proprietary industry data and I do not own the rights to distribute them to the public. Please do not contact me to request the datasets.
 
+Contents
+--------
+
 .. toctree::
    :maxdepth: 2
 

docs/notebooks.rst

@@ -1,9 +1,11 @@
 Notebooks
 =========
 
+Contents
+--------
+
 .. toctree::
    :maxdepth: 2
-   :caption: Contents:
 
    notebooks/processing
    notebooks/optimisation

docs/notebooks/optimisation.rst

@@ -4,6 +4,5 @@ Optimisation
 .. toctree::
    :glob:
    :maxdepth: 1
-   :caption: Contents:
 
    optimisation/*

docs/notebooks/processing.rst

@@ -4,6 +4,5 @@ Processing
 .. toctree::
    :glob:
    :maxdepth: 1
-   :caption: Contents:
 
    processing/*

docs/notebooks/results.rst

@@ -4,6 +4,5 @@ Results
 .. toctree::
    :glob:
    :maxdepth: 1
-   :caption: Contents:
 
    results/*

docs/notebooks/results/knn-multilabel-imbalanced.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Results for kNN classifier\n",
+    "# Results for k-NN classifier\n",
     "## Multilabel classification with imbalanced data"
    ]
   },

docs/notebooks/results/knn-results.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# kNN classifier results"
+    "# k-NN classifier results"
    ]
   },
   {