├── .gitignore ├── DFKM.py ├── README.md ├── data └── USPSdata_20_uni.mat ├── data_loader.py ├── metrics.py ├── utils.py └── v0(without dl-framework) ├── README.md ├── RobustFKM.py ├── auto_encoder.py ├── deep_fuzzy_k_means.py ├── fuzzy_k_means.py ├── image_seg.py ├── jaffe_test.py ├── kernel_k_means.py ├── usages ├── BuildAdjacency.m ├── CalMetricOfCluster.m ├── CalPurity.m ├── Eigenface_f.m ├── FeatureEx.m ├── MutualInfo.m ├── RandIndex.m ├── SC.m ├── avg_fcm.m ├── avg_kmeans.m ├── bestMap.m ├── cal_acc.m ├── compute_f.m ├── hungarian.m ├── litekmeans.m ├── trans_Us.m └── untitled.m └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/.gitignore -------------------------------------------------------------------------------- /DFKM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/DFKM.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/README.md -------------------------------------------------------------------------------- /data/USPSdata_20_uni.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/data/USPSdata_20_uni.mat -------------------------------------------------------------------------------- /data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/data_loader.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/metrics.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/utils.py -------------------------------------------------------------------------------- /v0(without dl-framework)/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/README.md -------------------------------------------------------------------------------- /v0(without dl-framework)/RobustFKM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/RobustFKM.py -------------------------------------------------------------------------------- /v0(without dl-framework)/auto_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/auto_encoder.py -------------------------------------------------------------------------------- /v0(without dl-framework)/deep_fuzzy_k_means.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/deep_fuzzy_k_means.py -------------------------------------------------------------------------------- /v0(without dl-framework)/fuzzy_k_means.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/fuzzy_k_means.py -------------------------------------------------------------------------------- /v0(without dl-framework)/image_seg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/image_seg.py -------------------------------------------------------------------------------- /v0(without dl-framework)/jaffe_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/jaffe_test.py -------------------------------------------------------------------------------- /v0(without dl-framework)/kernel_k_means.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/kernel_k_means.py -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/BuildAdjacency.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/BuildAdjacency.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/CalMetricOfCluster.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/CalMetricOfCluster.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/CalPurity.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/CalPurity.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/Eigenface_f.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/Eigenface_f.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/FeatureEx.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/FeatureEx.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/MutualInfo.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/MutualInfo.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/RandIndex.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/RandIndex.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/SC.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/SC.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/avg_fcm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/avg_fcm.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/avg_kmeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/avg_kmeans.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/bestMap.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/bestMap.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/cal_acc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/cal_acc.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/compute_f.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/compute_f.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/hungarian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/hungarian.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/litekmeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/litekmeans.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/trans_Us.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/trans_Us.m -------------------------------------------------------------------------------- /v0(without dl-framework)/usages/untitled.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/usages/untitled.m -------------------------------------------------------------------------------- /v0(without dl-framework)/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyzhang98/DFKM/HEAD/v0(without dl-framework)/utils.py --------------------------------------------------------------------------------