sampling_from_clustering_structure

It contain several sampling algorithms to test how they performs in terms of preserving the clustering structure.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Demon.py		Demon.py
DivergenceMetrics2.py		DivergenceMetrics2.py
README.md		README.md
SamplingAlgorithms.py		SamplingAlgorithms.py
TLS_e.py		TLS_e.py
TLS_i.py		TLS_i.py
adjacency_copy.py		adjacency_copy.py
build.py		build.py
cluster.py		cluster.py
combined.py		combined.py
combined_developing.py		combined_developing.py
combined_developing_real_graph.py		combined_developing_real_graph.py
combined_developing_real_graph_stats.py		combined_developing_real_graph_stats.py
combined_original.py		combined_original.py
degree_copy.py		degree_copy.py
degree_distribution_binned.py		degree_distribution_binned.py
fast_subset_degree_sampler.py		fast_subset_degree_sampler.py
generate.py		generate.py
generate_developing.py		generate_developing.py
generate_original.py		generate_original.py
generate_real_graph.py		generate_real_graph.py
generate_real_graph_entire.py		generate_real_graph_entire.py
generate_real_graph_stats.py		generate_real_graph_stats.py
generate_with_sampling.py		generate_with_sampling.py
graph_wrapper2.py		graph_wrapper2.py
improved_infa_dynamic.py		improved_infa_dynamic.py
improved_nfa.py		improved_nfa.py
incrementor.py		incrementor.py
kernel_matrix.py		kernel_matrix.py
launch.py		launch.py
leader_map.py		leader_map.py
match_degree_sequence.py		match_degree_sequence.py
measure.py		measure.py
measure_developing.py		measure_developing.py
metropolis_subgraph_sampler2.py		metropolis_subgraph_sampler2.py
metropolized_random_walk_sampler2.py		metropolized_random_walk_sampler2.py
original_nfa.py		original_nfa.py
pre_rec_evaluation.py		pre_rec_evaluation.py
pre_rec_evaluation_back_Feb_18.py		pre_rec_evaluation_back_Feb_18.py
sample.py		sample.py
sample_clustering_complete(for small real graph).py		sample_clustering_complete(for small real graph).py
sample_clustering_complete.py		sample_clustering_complete.py
sample_developing.py		sample_developing.py
sample_developing_backup.py		sample_developing_backup.py
sample_evaluation.py		sample_evaluation.py
snowball_expansion_sampler.py		snowball_expansion_sampler.py
supervised_evaluation.py		supervised_evaluation.py
top_k_snowball_sampling_algorithm_internal_priority_extra_condition_for_initialization.py		top_k_snowball_sampling_algorithm_internal_priority_extra_condition_for_initialization.py
vbmod.py		vbmod.py
visualize.py		visualize.py
visualize_developing.py		visualize_developing.py

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