Distances webpage fixes (#128)

* remove todo

* unskip notebooks

* experiment kwargs, normalisation and n_clusters

* skeleton docs

* kwargs tests and fixes

* back to aeon 3

* test threading

* scaler

* threaded

* kwargs

* RIST to rocket

* results csv

* temp distance page

* distance webpage

* coverage and fixes

* fixes

* bug fix plot alignment

* removed extra costmatrix

* [pre-commit.ci lite] apply automatic fixes

* Revert "[ENH] Cluster experiment update (#124)"

This reverts commit 47142b9.

* fixes

---------

Co-authored-by: Chris Holder <chrisholder987@hotmail.com>
Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>

Author: 3 people

tsml_eval/publications/y2023/distance_based_clustering/alignment_and_paths_figures.ipynb

@@ -525,15 +525,6 @@
      "start_time": "2023-10-12T12:51:14.145629Z"
     }
    }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [],
-   "metadata": {
-    "collapsed": false
-   }
   }
  ],
  "metadata": {

tsml_eval/publications/y2023/distance_based_clustering/distance_based_clustering.ipynb

@@ -42,7 +42,7 @@
     "\n",
     "2. Path to the results directory\n",
     "\n",
-    "3. The name of the model to run (see [set_distance_classifier.py](https://github.com/time-series-machine-learning/tsml-eval/blob/main/tsml_eval/publications/y2023/istance_based_clustering/set_distance_classifier.py), i.e. KMeans-dtw, KMeans-msm, KMedoids-dtw)\n",
+    "3. The name of the model to run (see [set_distance_classifier.py](https://github.com/time-series-machine-learning/tsml-eval/blob/main/tsml_eval/publications/y2023/distance_based_clustering/set_distance_clusterer.py), i.e. KMeans-dtw, KMeans-msm, KMedoids-dtw)\n",
     "\n",
     "4. The name of the problem to run\n",
     "\n",

tsml_eval/publications/y2023/distance_based_clustering/package_distance_timing.ipynb

@@ -10,6 +10,7 @@
     "`aeon` distances to the `dtw` package, `tslearn` and `sktime` implementations of DTW. \n",
     "\n",
     "We use the follow versions for each package in the default output:\n",
+    "\n",
     " - aeon-0.3.0\n",
     " - dtw-1.4.0\n",
     " - tslearn-0.5.3.2\n",