Support Vector Machines ML Frameworks

Implementations, tutorials, and applications of Support Vector Machines (SVM) for classification and regression tasks. Does NOT include other classification algorithms, general ML frameworks, or domain-specific prediction projects that merely use SVM as a tool.

There are 25 support vector machines frameworks tracked. 1 score above 50 (established tier). The highest-rated is DannyVanpoucke/LSSVMlib at 51/100 with 41 stars.

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#	Framework	Score	Tier	Stars	Language
1	DannyVanpoucke/LSSVMlib This repository provides a Python3 Library with implementations of the...	51	Established	41	Jupyter Notebook
2	lsorber/neo-ls-svm Neo LS-SVM is a modern Least-Squares Support Vector Machine implementation	40	Emerging	34	Python
3	AFAgarap/support-vector-machine An implementation of the L2-SVM for breast cancer detection using the...	38	Emerging	19	Python
4	wajidarshad/LUPI-SVM SVM with Learning Using Privileged Information (LUPI) framework	37	Emerging	28	Python
5	emirhanai/Classification-thanks-to-the-SVM-model-with-7-years-of-ozone-data-with-Machine-Learning I developed 2 machine learning software that predict and classify ozone day...	36	Emerging	12	Python
6	stabgan/Support-Vector-Regression I implemented Support Vector Machine as our Regressor both in Python and R	31	Emerging	2	Python
7	WeltXing/PySVM PySVM : A NumPy implementation of SVM based on SMO algorithm....	30	Emerging	27	Python
8	javascript-machine-learning/svm-spam-classifier-javascript 🍃 Spam Classifier with Data Preparation and Support Vector Machine (SVM)	27	Experimental	8	JavaScript
9	leeck10/one_class_svm Pegasos Algorithm for One-Class Support Vector Machine	26	Experimental	6	C
10	leeck10/structural_svm Structural Support Vector Machine	25	Experimental	4	C++
11	jamesdhope/Support-Vector-Machines-SVM A series of documented Jupyter notebooks implementing SVM and SVC's.	24	Experimental	4	Jupyter Notebook
12	rifat-w/Classification-SVG-model Classify ozone days using SVM models with 7 years of data. Explore Gaussian...	22	Experimental	—	Python
13	atsawinkz/svm-breast-cancer-classification Implementation of Support Vector Machine (SVM) models for Breast Cancer and...	22	Experimental	—	Jupyter Notebook
14	UnixJunkie/svmwrap Wrapper on top of libsvm-tools	19	Experimental	4	OCaml
15	AnmolPatel20/Support-Vector-Machines-Implementation Implementation of Support Vector Machines (SVM) in Machine Learning,...	15	Experimental	1	Jupyter Notebook
16	Hardikasetiyawann/svm-web-app End-to-end web application for Indonesian topic and sentiment analysis using...	15	Experimental	5	Jupyter Notebook
17	Jagath-A/svm-classification-ml Machine Learning project implementing Support Vector Machine (SVM) for...	14	Experimental	—	Jupyter Notebook
18	muhammad-hassaan-naeem/project-selection-ml ML framework comparing KNN, SVM & MLR to predict organisational performance...	14	Experimental	—	Python
19	damn8daniel/svm-from-scratch SVM from scratch. SMO algorithm, kernel trick (RBF, polynomial),...	14	Experimental	—	Python
20	Joe-Naz01/svm A Python-based machine learning project that demonstrates how Support Vector...	13	Experimental	—	Jupyter Notebook
21	shahzadmustafa15/svm-placement-model-rbf Predicting student placement based on CGPA and IQ using SVM (Support Vector...	13	Experimental	—	Jupyter Notebook
22	dhianapereira/svm SVM de um conjunto de dados de câncer de mama que gera uma probabilidade e...	13	Experimental	2	JavaScript
23	imehranasgari/ML-Classification-SVR-01 This project explores the application of **Support Vector Regression...	13	Experimental	—	Jupyter Notebook
24	BeyondToday757/Classification-SVG-model I developed 2 machine learning software that predict and classify ozone day...	13	Experimental	—	Python
25	christophvoe/Getting_High_Or_Die Classification: Comparison between Logistic regression and ensemble methods	11	Experimental	—	HTML

Comparisons in this category

support-vector-machine and svm-breast-cancer-classification (38 vs 22) Classification-thanks-to-the-SVM-model-with-7-years-of-ozone-data-with-Machine-Learning and Classification-SVG-model (36 vs 22)