kmeans,kmeans-kernel,dbscan,kmeansPlusPlus, some clustering algorithm replementation
any clustering models can be add into the src/models/
run as script.sh as following:
bash script.sh
each line of sh is showed as following:
python main.py --data iris --type kmeans --nb_clusters 0
nb_clustering
default is 0
, such that the number of clustering will be matched automatically, according to the sklearn dataset.
Each line of script can add one line of clustering result into the {data}_res.csv
numpy==1.15.0
pandas==0.25.1
numpy==1.18.2
scikit_learn==0.22.2.post1
pip install -r requirements.txt