I was wondering if there is a package for LS-SVM in python. I know how to conduct SVM but not sure about LS-SVM.
Hi, Anahita,
there is a simple machine learning library called 'FukuML'.
The tutorials can be found here: https://pypi.org/project/FukuML/.
Besides LS-SVM, it also contains many other useful algorithms.
I hope this could work out.
Hi Sishi,
Thank you for your reply. Yes, I already know about it but FukuML is not very useful and I have difficulty installing it properly. I was wondering in order to implement the algorithm myself which approach can I use?
You can have a look here: https://github.com/DannyVanpoucke/LSSVMlib I recently implemented an LS-SVM regressor following the API of sk-learn. More info on the actual implementation can be found in this tutorial I created (such that I don't forget why I had to make certain choices.): https://dannyvanpoucke.be/building-scikit-learn-regressor-lssvm-en/
Very nice implementation Danny. It will be a perfect library if you implement the classifier as well.
Hi Maryam.
The best implementation was Danny's, but I wanted the speed too. None of the codes can compete with scikit-learn SVM implementation (highly optimized) so I quit looking around.
Niaz Muhammad Shahani Hi, I want to do LSSVM regression,but I can't find,Could you please help me find it?
Dear Dr Zhenjun Zhang,
Please find the code of LSSVM based on your query.
https://nbviewer.org/github/RomuloDrumond/LSSVM/blob/master/LSSVC.ipynb
You can let me know if I can be of your any assistance related to LSSVM implementation in python.
Cheeers 🥳🥳
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