Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, F…

• UpdatedDec 16, 2022
• Jupyter Notebook

Low-level Machine Learning Library

• UpdatedFeb 1, 2025
• C

Support Vector Machine Acceleration Based On CUDA

• UpdatedMay 14, 2019
• Terra

High Performance Computing using OpenMP, OpenMPI and CUDA

• UpdatedDec 3, 2018
• Terra

Support Vector Machine using the Sequential Minimal Optimization (SMO) with the Turkish descriptions. (Türkçe açıklamalı)

• UpdatedNov 2, 2022
• Jupyter Notebook

L1-SVM & L2-SVM optimised using Log barrier Interior point and Sequential Minimal Optimisation (SMO) algorithms.

• UpdatedMay 7, 2020
• Jupyter Notebook

Implementing of the SMO algorithm from scratch based on the original article only.

• UpdatedDec 28, 2021
• Jupyter Notebook

This code was written during the writing of my undergraduate thesis as a means to understand the inner details of Support Vector Machines. This includes a rough translation of the original \epsilon -SVR and \nu -SVR based on the C source code (https://www.csie.ntu.edu.tw/~cjlin/libsvm/))

• UpdatedJan 16, 2022
• Python

SVM implementation in python

• UpdatedDec 13, 2018
• Jupyter Notebook

Sequential Minimal Optimization (SMO) algorithm for Standard Quadratic Problems (StQPs) - Master's thesis in Computer Science & Engineering @ UNIFI

• UpdatedMar 29, 2023
• Python

SVM from scratch. For optimization I use SMO

• UpdatedApr 9, 2023
• Jupyter Notebook

Support Vector Machine (SVM) a machine learning algorithm implemented from scratch.

• UpdatedMar 7, 2019
• JavaScript

Sequential Minimal Optimization (SMO) algorithm for the training of Support Vector Machines (SVM)

• UpdatedMay 26, 2017
• Go

MinMax Algorithm

• UpdatedJan 7, 2020
• C

Pythonic sequential minimization optimization implementation for Support Vector Machines.

• UpdatedNov 2, 2018
• Python

A binary SVM classifier using Sequential Minimal Optimization

• UpdatedSep 23, 2017
• C++

Implementation of Sequential Minimal Optimization (SMO) method in nim

• UpdatedSep 22, 2023
• Nim

A Python interface to rusvm

• UpdatedApr 19, 2024
• Rust

Classifing IRIS Dataset using SVM, DNN and SMO

• UpdatedNov 4, 2022
• Python

# 🔍 Semantic Article RecommenderThis project offers a simple way to find articles that are similar in meaning. It uses advanced techniques like Hugging Face embeddings and FAISS for efficient searching. 🛠️

• UpdatedDec 18, 2025
• Python