image-super-resolution

A course project for CS-760: Machine Learning (Fall 2015) and CS-759: High Performance Computing at University of Wisconsin-Madison

See report part A and part B

Name		Name	Last commit message	Last commit date
Latest commit History 87 Commits
cuda		cuda
dataset		dataset
README.md		README.md
build_dictionary.m		build_dictionary.m
contribution.m		contribution.m
coupled_dict_alternative_predict.m		coupled_dict_alternative_predict.m
coupled_dict_learn_curve.m		coupled_dict_learn_curve.m
coupled_dict_parameter_select.m		coupled_dict_parameter_select.m
coupled_dict_visualization.m		coupled_dict_visualization.m
decompose_patch.m		decompose_patch.m
down_scale.m		down_scale.m
final_run_anime.m		final_run_anime.m
final_run_flower.m		final_run_flower.m
fprint_matrix.m		fprint_matrix.m
global_optimize.m		global_optimize.m
identity.m		identity.m
identity_gradient.m		identity_gradient.m
initialize_neuralnet.m		initialize_neuralnet.m
load_grayscale.m		load_grayscale.m
lookup_dictionary.m		lookup_dictionary.m
lookup_dictionary_in_1024_dict.m		lookup_dictionary_in_1024_dict.m
lookup_dictionary_in_LLC.m		lookup_dictionary_in_LLC.m
lookup_dictionary_in_sparse_coding.m		lookup_dictionary_in_sparse_coding.m
neuralnet_learn_curve.m		neuralnet_learn_curve.m
neuralnet_parameter_select.m		neuralnet_parameter_select.m
neuralnet_train_curve.m		neuralnet_train_curve.m
normalize_patch.m		normalize_patch.m
overall_parameter_select.m		overall_parameter_select.m
overall_sampling.m		overall_sampling.m
predict_neuralnet.m		predict_neuralnet.m
reconstruct_patch.m		reconstruct_patch.m
sample_patch_pair.m		sample_patch_pair.m
sample_patch_pair_alter.m		sample_patch_pair_alter.m
sigmoid.m		sigmoid.m
sigmoid_gradient.m		sigmoid_gradient.m
train_neuralnet.m		train_neuralnet.m

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