HonoursProject

Project presented for completion of my BSc.(Hons) Computer Science at the University of the Witwatersrand.

Authored by: Joshua Bruton
Supervised by: Dr. Hairong Wang

Please see https://github.com/JoshuaDBruton/SparseCoefficientClustering for a neater, curated and general-public licensed version of this work.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
.ipynb_checkpoints		.ipynb_checkpoints
acml_code		acml_code
cluster_meths		cluster_meths
data		data
online_dictionary_learning		online_dictionary_learning
results		results
sharingcode-LCKSVD		sharingcode-LCKSVD
utils		utils
33_grid.png		33_grid.png
Checks.ipynb		Checks.ipynb
GMM.ipynb		GMM.ipynb
GridSearch.ipynb		GridSearch.ipynb
IP_display.png		IP_display.png
IP_gt.png		IP_gt.png
JSR.ipynb		JSR.ipynb
JSR_Result.jpg		JSR_Result.jpg
ODL_JSR.ipynb		ODL_JSR.ipynb
ODL_sparsity_atoms.jpg		ODL_sparsity_atoms.jpg
PCA_test.ipynb		PCA_test.ipynb
README.md		README.md
SC_KM.ipynb		SC_KM.ipynb
Salinas_spectral_comparison.png		Salinas_spectral_comparison.png
Untitled.ipynb		Untitled.ipynb
baseline.png		baseline.png
clustering_sal_pca.png		clustering_sal_pca.png
clusterings_sal_op.jpg		clusterings_sal_op.jpg
clusterings_sal_sc.jpg		clusterings_sal_sc.jpg
data_display.png		data_display.png
data_display.svg		data_display.svg
dict_experiments.py		dict_experiments.py
experiments.py		experiments.py
final_comparison.png		final_comparison.png
kmeans.ipynb		kmeans.ipynb
knn_experiment.py		knn_experiment.py
log_likelihood_graph.png		log_likelihood_graph.png
salinas_gt.png		salinas_gt.png
somp_experiment.py		somp_experiment.py
spectral_result.png		spectral_result.png

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