├── .gitattributes ├── .gitignore ├── LICENSE.txt ├── README.md ├── TW-FINCH ├── README.md ├── matlab │ ├── evaluation │ │ ├── bestMap.m │ │ ├── compute_clustScores.m │ │ ├── eval_fs.m │ │ ├── evaluate.m │ │ └── hungarian.m │ ├── finch │ │ ├── FINCH.m │ │ ├── clustRank.m │ │ ├── clustRank_tw.m │ │ ├── coolMean.m │ │ ├── flann_nn.m │ │ ├── get_clust.m │ │ ├── get_merge.m │ │ └── req_numclust.m │ └── util_fns │ │ ├── action_seg.m │ │ └── read_video.m ├── python │ ├── read_utils.py │ ├── readme.md │ └── twfinch.py ├── run_on_dataset.m ├── run_on_dataset.py └── tmp │ └── tw_finch.jpg ├── data ├── STL-10 │ ├── data.mat │ └── labels.mat ├── mice-protein │ ├── data.mat │ └── labels.mat ├── mnist10k │ ├── data.mat │ └── labels.mat ├── screenshot.png ├── toy_data │ ├── Aggregation.txt │ └── gestalt_clusters.txt └── toy_data_vis.jpg ├── finch ├── README.md ├── __init__.py ├── finch.py ├── finch_utils.py └── requirements.txt ├── matlab ├── FINCH.m ├── README.md ├── clustRank.m ├── coolMean.m ├── flann_nn.m ├── get_clust.m ├── get_merge.m ├── req_numclust.m └── utils │ ├── b3.m │ └── nmi.m ├── notebooks ├── Basic_usage.ipynb └── Clustering_with_FINCH.ipynb └── setup.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | *.egg-info 3 | dist 4 | build 5 | -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/README.md -------------------------------------------------------------------------------- /TW-FINCH/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/README.md -------------------------------------------------------------------------------- /TW-FINCH/matlab/evaluation/bestMap.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/evaluation/bestMap.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/evaluation/compute_clustScores.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/evaluation/compute_clustScores.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/evaluation/eval_fs.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/evaluation/eval_fs.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/evaluation/evaluate.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/evaluation/evaluate.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/evaluation/hungarian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/evaluation/hungarian.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/FINCH.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/FINCH.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/clustRank.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/clustRank.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/clustRank_tw.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/clustRank_tw.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/coolMean.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/coolMean.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/flann_nn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/flann_nn.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/get_clust.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/get_clust.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/get_merge.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/get_merge.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/finch/req_numclust.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/finch/req_numclust.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/util_fns/action_seg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/util_fns/action_seg.m -------------------------------------------------------------------------------- /TW-FINCH/matlab/util_fns/read_video.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/matlab/util_fns/read_video.m -------------------------------------------------------------------------------- /TW-FINCH/python/read_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/python/read_utils.py -------------------------------------------------------------------------------- /TW-FINCH/python/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/python/readme.md -------------------------------------------------------------------------------- /TW-FINCH/python/twfinch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/python/twfinch.py -------------------------------------------------------------------------------- /TW-FINCH/run_on_dataset.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/run_on_dataset.m -------------------------------------------------------------------------------- /TW-FINCH/run_on_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/run_on_dataset.py -------------------------------------------------------------------------------- /TW-FINCH/tmp/tw_finch.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/TW-FINCH/tmp/tw_finch.jpg -------------------------------------------------------------------------------- /data/STL-10/data.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/STL-10/data.mat -------------------------------------------------------------------------------- /data/STL-10/labels.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/STL-10/labels.mat -------------------------------------------------------------------------------- /data/mice-protein/data.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/mice-protein/data.mat -------------------------------------------------------------------------------- /data/mice-protein/labels.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/mice-protein/labels.mat -------------------------------------------------------------------------------- /data/mnist10k/data.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/mnist10k/data.mat -------------------------------------------------------------------------------- /data/mnist10k/labels.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/mnist10k/labels.mat -------------------------------------------------------------------------------- /data/screenshot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/screenshot.png -------------------------------------------------------------------------------- /data/toy_data/Aggregation.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/toy_data/Aggregation.txt -------------------------------------------------------------------------------- /data/toy_data/gestalt_clusters.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/toy_data/gestalt_clusters.txt -------------------------------------------------------------------------------- /data/toy_data_vis.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/data/toy_data_vis.jpg -------------------------------------------------------------------------------- /finch/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/finch/README.md -------------------------------------------------------------------------------- /finch/__init__.py: -------------------------------------------------------------------------------- 1 | from .finch import FINCH -------------------------------------------------------------------------------- /finch/finch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/finch/finch.py -------------------------------------------------------------------------------- /finch/finch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/finch/finch_utils.py -------------------------------------------------------------------------------- /finch/requirements.txt: -------------------------------------------------------------------------------- 1 | scipy 2 | numpy 3 | sklearn -------------------------------------------------------------------------------- /matlab/FINCH.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/FINCH.m -------------------------------------------------------------------------------- /matlab/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/README.md -------------------------------------------------------------------------------- /matlab/clustRank.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/clustRank.m -------------------------------------------------------------------------------- /matlab/coolMean.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/coolMean.m -------------------------------------------------------------------------------- /matlab/flann_nn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/flann_nn.m -------------------------------------------------------------------------------- /matlab/get_clust.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/get_clust.m -------------------------------------------------------------------------------- /matlab/get_merge.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/get_merge.m -------------------------------------------------------------------------------- /matlab/req_numclust.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/req_numclust.m -------------------------------------------------------------------------------- /matlab/utils/b3.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/utils/b3.m -------------------------------------------------------------------------------- /matlab/utils/nmi.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/matlab/utils/nmi.m -------------------------------------------------------------------------------- /notebooks/Basic_usage.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/notebooks/Basic_usage.ipynb -------------------------------------------------------------------------------- /notebooks/Clustering_with_FINCH.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/notebooks/Clustering_with_FINCH.ipynb -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ssarfraz/FINCH-Clustering/HEAD/setup.py --------------------------------------------------------------------------------