DataMining HomeWork

My data mining code！Written by python and matlab

If you are interested in this work, join me :)

How to run

1. Install python3, pip3, virtualenv,in your system.
2. Clone the project git clonehttps://github.com/maze1377/DataMining && cd DataMining
3. Create a virtualenv named venv using virtualenv -p python3 venv
4. Connect to virtualenv using source venv/bin/activate
5. From the project folder, install packages using pip install -r requirements.txt
6. Now environment is ready. Run it by python {algorithms}/main.py

or

1. Install anaconda with all packages in your system.
2. Open anaconda prompt.
3. Now environment is ready. Run it by python {algorithms}/main.py

or

use https://colab.research.google.com/notebooks

some code write in matlab 2015

More algorithms are being committing, thank you for your attention

Each algorithm, along with the additional hotspot description, is placed in a pdf file

algorithms

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

Contact Me

Email: [email protected]