LSSVMlib
This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning model. The Classes are designed to integrate smoothly with the scikit-learn library.
Install / Use
/learn @DannyVanpoucke/LSSVMlibREADME
LSSVMlib
Library of python classes for performing Least-Squares Support Vector Machine (LS-SVM) machine-learning modeling. The classes are build to conform to the scikit-learn API allowing for smooth integration with scikit-learn based projects.
Implementation details: Tutorial webpage
Status
- [x] Regressor Class
- [ ] Classification Class
Install & uninstall in Jupyter-notebook and Google colaboratory
!python -m pip install git+https://github.com/DannyVanpoucke/LSSVMlib#egg=LSSVMlib <br/> !python -m pip uninstall git+https://github.com/DannyVanpoucke/LSSVMlib#egg=LSSVMlib
Dependencies
(i.e. implemented with)
- Python 3.7.3
- scikit-learn 0.21.2
- pandas 0.24.2
- numpy 1.16.4
- scipy 1.2.1
Bugs
Please open an issue if you encounter a bug.
Contact
- Author : Danny E.P. Vanpoucke
- Twitter: @DelocalizedD
- Mastodon: @DannyVanpoucke
- Website
- Github
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