DenMune Research Data

DenMune Research datasets
used by the paper "DenMune: Density Peak Based Clustering Using Mutual Nearest Neighbors"
Author: Mohamed Ali Abbas email: [e-mail]

36 dataset as follows:
9 real datasets from UCI repository at https://archive.ics.uci.edu/ml/index.php
1 MNIST dataset from http://yann.lecun.com/exdb/mnist/
14 synthetic datasets from http://cs.joensuu.fi/sipu/datasets/
1 Chemleon DS4 dataset from http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download
1 HDBSCAN Clusterable dataset from https://github.com/scikit-learn-contrib/hdbscan/

| dataset download from
| Iris https://archive.ics.uci.edu/ml/datasets/Iris
| SCC https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series
| Ecoli https://archive.ics.uci.edu/ml/datasets/ecoli
| Breast Cancer https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29
| Libras Movement https://archive.ics.uci.edu/ml/datasets/Libras+Movement
| Sonar https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29
| Arcene https://archive.ics.uci.edu/ml/datasets/Arcene
| Optical Digits https://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits
| Pen-Based Digits https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits
| MNIST http://yann.lecun.com/exdb/mnist/ | Chameleon DS7 http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download
| HDBSCAN Clusterable | https://github.com/scikit-learn-contrib/hdbscan/blob/master/notebooks/clusterable_data.npy

all the following datasets can be downloaded ttp://cs.joensuu.fi/sipu/datasets
| Aggregation
| Compound
| Pathbased
| Spiral
| Jain
| Flame
| G2-2-10
| G2-2-30
| G2-2-50
| G2-2-100
| dim32
| dim1024
| D31
| S1