https://github.com/maze1377/datamining
My data mining code for course data Mining ferdowsi university of mashhad Iran
https://github.com/maze1377/datamining
algorithm data-mining
Last synced: 6 months ago
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My data mining code for course data Mining ferdowsi university of mashhad Iran
- Host: GitHub
- URL: https://github.com/maze1377/datamining
- Owner: maze1377
- License: bsd-3-clause
- Created: 2020-03-27T11:05:56.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2023-07-06T21:57:10.000Z (about 2 years ago)
- Last Synced: 2023-08-14T15:10:37.937Z (about 2 years ago)
- Topics: algorithm, data-mining
- Language: HTML
- Homepage:
- Size: 15.1 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
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
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: m_akbarizarkesh@yahoo.com