├── .gitattributes ├── .github └── workflows │ └── python-publish.yml ├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── conda_ci └── meta.yaml ├── evaluation ├── .ipynb_checkpoints │ ├── compute-metrics-checkpoint.ipynb │ ├── compute-metrics-drill-down-checkpoint.ipynb │ ├── compute-metrics-np-checkpoint.ipynb │ ├── experiments-comparison-HUMAP-checkpoint.ipynb │ ├── experiments-comparison-checkpoint.ipynb │ ├── experiments-comparison-drilling-down-checkpoint.ipynb │ ├── experiments-comparison-drilling-down_fixing-points-checkpoint.ipynb │ ├── experiments-comparison-mental-map-checkpoint.ipynb │ ├── experiments-comparison-np-checkpoint.ipynb │ ├── experiments-comparison-np_fixing-points-checkpoint.ipynb │ ├── experiments-mental-map-checkpoint.ipynb │ ├── expertiments-humap-checkpoint.ipynb │ ├── normalize-datasets-checkpoint.ipynb │ ├── plot-checkpoint.ipynb │ ├── prepare_dataset-checkpoint.ipynb │ ├── tSNE_vs_UMAP-checkpoint.ipynb │ ├── test-hsne-checkpoint.ipynb │ ├── test-humap-checkpoint.ipynb │ ├── test-neuron-gas-checkpoint.ipynb │ └── testes-diversos-checkpoint.ipynb ├── compute-metrics-drill-down.ipynb ├── compute-metrics-np.ipynb ├── compute-metrics.ipynb ├── experiments-comparison-HUMAP.ipynb ├── experiments-comparison-drilling-down.ipynb ├── experiments-comparison-drilling-down_fixing-points.ipynb ├── experiments-comparison-mental-map.ipynb ├── experiments-comparison-np.ipynb ├── experiments-comparison-np_fixing-points.ipynb ├── experiments-comparison.ipynb ├── expertiments-humap.ipynb └── plot.ipynb ├── humap ├── __init__.py └── humap.py ├── images ├── example_drill.png ├── fmnist-cover.png ├── humap-2M.gif └── mnist_top.png ├── minimal_test.py ├── notebooks ├── .ipynb_checkpoints │ ├── Generating UMAP projections-checkpoint.ipynb │ ├── Hierarchical-Exploration-with-HUMAP-checkpoint.ipynb │ ├── Reproducible results for HUMAP-checkpoint.ipynb │ ├── test-hsne-checkpoint.ipynb │ └── test-humap-checkpoint.ipynb ├── cpp-umap-embedding.ipynb ├── information-demand-embedding.ipynb └── whole-level-embedding.ipynb ├── pyproject.toml ├── setup.py ├── src └── cpp │ ├── external │ ├── efanna │ │ ├── distance.h │ │ ├── exceptions.h │ │ ├── index.cpp │ │ ├── index.h │ │ ├── index_graph.cpp │ │ ├── index_graph.h │ │ ├── index_kdtree.cpp │ │ ├── index_kdtree.h │ │ ├── index_random.cpp │ │ ├── index_random.h │ │ ├── neighbor.h │ │ ├── parameters.h │ │ └── util.h │ └── hnswlib │ │ ├── bruteforce.h │ │ ├── hnswalg.h │ │ ├── hnswlib.h │ │ ├── space_ip.h │ │ ├── space_l2.h │ │ └── visited_list_pool.h │ ├── hierarchical_umap.cpp │ ├── hierarchical_umap.h │ ├── humap_binding.cpp │ ├── umap.cpp │ ├── umap.h │ ├── uniform_distribution.h │ ├── uniform_distribution_double.h │ ├── utils.cpp │ └── utils.h ├── tests ├── __init__.py ├── test_humap.py └── test_umap.py └── to-compile·txt /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilsonjr/humap/HEAD/.gitattributes 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