Topic: "sequential-minimal-optimization"
je-suis-tm/machine-learning
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, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression
Language: Jupyter Notebook - Size: 7.84 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 234 - Forks: 51
kirushyk/le
Low-level Machine Learning Library
Language: C - Size: 12.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 3
elixir-code/HPC-Lab
High Performance Computing using OpenMP, OpenMPI and CUDA
Language: Terra - Size: 27.7 MB - Last synced at: 25 days ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0
udeepam/svm
L1-SVM & L2-SVM optimised using Log barrier Interior point and Sequential Minimal Optimisation (SMO) algorithms.
Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 3
itsikshteinberger/Sequential-Minimal-Optimization
Implementing of the SMO algorithm from scratch based on the original article only.
Language: Jupyter Notebook - Size: 268 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
tA-bot-git/python-SVM 📦
SVM implementation in python
Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0
zeyneddinoz/SVM-using-SMO
Support Vector Machine using the Sequential Minimal Optimization (SMO) with the Turkish descriptions. (Türkçe açıklamalı)
Language: Jupyter Notebook - Size: 707 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
ocrim1996/MasterThesisProject
Sequential Minimal Optimization (SMO) algorithm for Standard Quadratic Problems (StQPs) - Master's thesis in Computer Science & Engineering @ UNIFI
Language: Python - Size: 30.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
Bipinoli/SVM-from-scratch
Support Vector Machine (SVM) a machine learning algorithm implemented from scratch.
Language: JavaScript - Size: 458 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
jamolinet/project-mac
Sequential Minimal Optimization (SMO) algorithm for the training of Support Vector Machines (SVM)
Language: Go - Size: 240 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0
cinarcy/semantic-recommender
# 🔍 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. 🛠️
Language: Python - Size: 513 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
wotzlaff/rusvm-python
A Python interface to rusvm
Language: Rust - Size: 91.8 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
wotzlaff/nimsmo
Implementation of Sequential Minimal Optimization (SMO) method in nim
Language: Nim - Size: 78.1 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
unicorn-yh/IRIS-classification
Classifing IRIS Dataset using SVM, DNN and SMO
Language: Python - Size: 18.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
f-izzat/SVM-From-Scratch
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/))
Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
ethiy/pysvm
Pythonic sequential minimization optimization implementation for Support Vector Machines.
Language: Python - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
