https://github.com/emilemathieu/blog_svm
An Efficient Soft-Margin Kernel SVM Implementation In Python
https://github.com/emilemathieu/blog_svm
Last synced: about 1 year ago
JSON representation
An Efficient Soft-Margin Kernel SVM Implementation In Python
- Host: GitHub
- URL: https://github.com/emilemathieu/blog_svm
- Owner: emilemathieu
- Created: 2018-08-06T14:33:10.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-08-08T10:54:47.000Z (almost 8 years ago)
- Last Synced: 2025-02-17T07:44:25.568Z (over 1 year ago)
- Language: Python
- Homepage: http://www.emilemathieu.fr/blog_svm.html
- Size: 1.13 MB
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# An Efficient Soft-Margin Kernel SVM Implementation In Python
### Code used for [my tutorial blog post](http://emilemathieu.fr/blog_svm.html).
## Run example
```
git clone https://github.com/emilemathieu/blog_svm
cd blog_svm
cd code
python example.py
```
## Repository organisation
- references: referred papers
- code > kernel: several canonical kernels
- code > binary_classification: soft-margin kernel SVM implemented with SMO
- code > example.py: small 2d binary classification task example