- Install python3, pip3, virtualenv,in your system.
- Clone the project
git clonehttps://github.com/maze1377/DataMining && cd DataMining
- Create a virtualenv named venv using
virtualenv -p python3 venv
- Connect to virtualenv using
source venv/bin/activate
- From the project folder, install packages using
pip install -r requirements.txt
- Now environment is ready. Run it by
python {algorithms}/main.py
- Install anaconda with all packages in your system.
- Open anaconda prompt.
- Now environment is ready. Run it by
python {algorithms}/main.py
use https://colab.research.google.com/notebooks
some code write in matlab 2015
Each algorithm, along with the additional hotspot description, is placed in a pdf file
1-Covariance
2-Mean Shift
3-effect distance on result of clustering (Sqeuclidean , Braycurtis , Canberra , Chebyshev , cityblock , correlation , cosine , euclidean , mahalanobis , seuclidean )
4-Predicting Diabetes Patient Readmission
5-RBF Space
6-Gaussian Mixture Model
7-K-Nearest Neighbors
8-Eigendecomposition of a matrix space
9-Correntropy Indicator
10-kmean with pseudo huber distance
11-insensitive distance
12-Linkage Clustering
Email: m_akbarizarkesh@yahoo.com