Examples
=========================================

Ensembles by changing K
-----------------------

.. toctree::
   :maxdepth: 2

   Example_Kmeans_MajorityVote.ipynb
   Example_Kmeans_MajorityVote-halfMoons.ipynb
  
Ensembles by changing the random seed
-------------------------------------

.. toctree::
	:maxdepth: 2

   Demonstrate_RandomSeed.ipynb

Ensembles by changing Distances and/or Algorithms
-------------------------------------------------

.. toctree::
   :maxdepth: 2

   Ensemble_Distances_Algorithms_No_Structure.ipynb
   Demonstrate_Distance_Affinity_effects.ipynb


Ensembles by subsampling data features
-------------------------------------------------

.. toctree::
   :maxdepth: 2

   Subsample_features_randomly.ipynb


Ensembles that account for experimental noise
-------------------------------------------------

.. toctree::
   :maxdepth: 2

   Ensembles_Across_Experimental_Noise.ipynb


Ensembles that use parallelization
-------------------------------------------------

.. toctree::
   :maxdepth: 2

   Example_Kmeans_MajorityVote-halfMoons-parallel.ipynb
   Ensembles_Across_Experimental_Noise-parallel.ipynb