├── .github └── workflows │ └── main.yml ├── .gitignore ├── .gitlab-ci.yml ├── .nojekyll ├── LICENSE ├── README.md ├── dataset ├── deezer_edges.csv ├── facebook_edges.csv ├── github_edges.csv ├── lastfm_edges.csv ├── twitch_edges.csv └── wikipedia_edges.csv ├── docs ├── .gitignore ├── Makefile ├── _templates │ └── autosummary │ │ └── conf.rst ├── index.html ├── requirements_1.txt └── source │ ├── _figures │ └── build.sh │ ├── _static │ ├── css │ │ └── custom.css │ └── img │ │ ├── littleballoffur_logo_text.jpg │ │ └── littleballoffure_logo.jpg │ ├── conf.py │ ├── index.rst │ ├── modules │ ├── dataset.rst │ ├── edge_sampling.rst │ ├── exploration_sampling.rst │ └── node_sampling.rst │ └── notes │ ├── installation.rst │ ├── introduction.rst │ └── resources.rst ├── examples ├── data_reader │ └── data_reader.py ├── edge_sampling │ ├── hybridnodeedge_sampler.py │ ├── randomedge_sampler.py │ ├── randomedgewithinduction_sampler.py │ ├── randomedgewithpartialinduction_sampler.py │ └── randomnodeedge_sampler.py ├── exploration_sampling │ ├── breadthfirstsearch_sampler.py │ ├── circulatedneighborsrandomwalk_sampler.py │ ├── commonneighborawarerandomwalk_sampler.py │ ├── communitystructureexpansion_sampler.py │ ├── depthfirstsearch_sampler.py │ ├── diffusion_sampler.py │ ├── diffusiontee_sampler.py │ ├── forestfire_sampler.py │ ├── frontier_sampler.py │ ├── looperasedrandomwalk_sampler.py │ ├── metropolishastingsrandomwalk_sampler.py │ ├── nonbacktrackingrandomwalk_sampler.py │ ├── randomnodeneighbor_sampler.py │ ├── randomwalk_sampler.py │ ├── randomwalkwithjump_sampler.py │ ├── randomwalkwithrestart_sampler.py │ ├── shortestpath_sampler.py │ └── snowball_sampler.py └── node_sampling │ ├── degreebased_sampler.py │ ├── pagerankbased_sampler.py │ └── randomnode_sampler.py ├── littleballoffur ├── __init__.py ├── backend.py ├── dataset │ ├── __init__.py │ └── dataset_reader.py ├── edge_sampling │ ├── __init__.py │ ├── hybridnodeedgesampler.py │ ├── randomedgesampler.py │ ├── randomedgesamplerwithinduction.py │ ├── randomedgesamplerwithpartialinduction.py │ └── randomnodeedgesampler.py ├── exploration_sampling │ ├── __init__.py │ ├── breadthfirstsearchsampler.py │ ├── circulatedneighborsrandomwalksampler.py │ ├── commonneighborawarerandomwalksampler.py │ ├── communitystructureexpansionsampler.py │ ├── depthfirstsearchsampler.py │ ├── diffusionsampler.py │ ├── diffusiontreesampler.py │ ├── forestfiresampler.py │ ├── frontiersampler.py │ ├── looperasedrandomwalksampler.py │ ├── metropolishastingsrandomwalksampler.py │ ├── nonbacktrackingrandomwalksampler.py │ ├── randomnodeneighborsampler.py │ ├── randomwalksampler.py │ ├── randomwalkwithjumpsampler.py │ ├── randomwalkwithrestartsampler.py │ ├── shortestpathsampler.py │ ├── snowballsampler.py │ └── spikyballsampler.py ├── helpers.py ├── node_sampling │ ├── __init__.py │ ├── degreebasedsampler.py │ ├── pagerankbasedsampler.py │ └── randomnodesampler.py ├── sampler.py └── version.py ├── 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