sequential-minimal-optimization

There are 1 repository under sequential-minimal-optimization topic.

• machine-learning

  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

  batch-gradient-descentdbscanem-algorithmexpectation-maximizationexpectation-maximization-algorithmfactor-analysisindependent-component-analysisk-nearest-neighborslasso-regressionlatent-semantic-analysislinear-discriminant-analysislow-rank-approximationmultinomial-naive-bayesnaive-bayesnewton-methodridge-regressionsequential-minimal-optimizationsingular-value-decompositionstochastic-gradient-descentsupport-vector-machine
  Language:Jupyter Notebook 258

• kirushyk / le

  Low-level Machine Learning Library

  c11computer-visionconvolutional-neural-networksdeep-learninggradient-descentlarge-language-modelslenet-5machine-learningmesonmnistsequential-minimal-optimizationsgdsvmyolo
  Language:C 22

• Site1997 / SVM-Cuda

  Support Vector Machine Acceleration Based On CUDA

  cudasvmspeedupaccelerationsequentialsequential-minimal-optimization
  Language:Terra 8

• elixir-code / HPC-Lab

  High Performance Computing using OpenMP, OpenMPI and CUDA

  high-performance-computingopenmpopenmpisequential-minimal-optimizationsvm
  Language:Terra 5

• zeyneddinoz / SVM-using-SMO

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

  smosequential-minimal-optimizationsvmsupport-vector-machines
  Language:Jupyter Notebook 5

• itsikshteinberger / Sequential-Minimal-Optimization

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

  sequential-minimal-optimizationsmoarticlesupport-vector-machineiris-datasetmachine-learningfrom-scratch
  Language:Jupyter Notebook 4

• udeepam / svm

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

  l1-svml2-svmbarrier-methodsequential-minimal-optimizationsvm
  Language:Jupyter Notebook 4

• 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/))

  support-vector-machinesequential-minimal-optimizationcvxopt
  Language:Python 3

• tA-bot-git / python-SVM

  SVM implementation in python

  svmpythonjupyter-notebookjupytersmosequential-minimal-optimizationpegasos
  Language:Jupyter Notebook 3

• Bipinoli / SVM-from-scratch

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

  svmconvex-optimizationkernel-functionssequential-minimal-optimizationmulticlass-classificationsupport-vector-machinefrom-scratch
  Language:JavaScript 1

• jamolinet / project-mac

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

  support-vector-machinessequential-minimal-optimizationinformation-gain
  Language:Go 1

• Mruzik1 / Support-Vector-Machine

  SVM from scratch. For optimization I use SMO

  kernel-functionsmachine-learningsequential-minimal-optimizationsupervised-learningsupport-vector-machine
  Language:Jupyter Notebook 1

• ocrim1996 / MasterThesisProject

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

  sequential-minimal-optimizationstqpsglobal-optimization-algorithmsconvexity-graph
  Language:Python 1

• Shruti1312 / Tic-Tac-Toe

  MinMax Algorithm

  c-plus-pluspthreadssequential-minimal-optimizationminmax-algorithmparallel-algorithmsequential-algorithmanalysis-of-algorithms
  Language:C 1

• ethiy / pysvm

  Pythonic sequential minimization optimization implementation for Support Vector Machines.

  svmpython3sequential-minimal-optimization
  Language:Python 0

• ivoryw / svm-smo

  A binary SVM classifier using Sequential Minimal Optimization

  quadratic-programmingsupport-vector-machinessequential-minimal-optimization
  Language:C++ 0

• wotzlaff / nimsmo

  Implementation of Sequential Minimal Optimization (SMO) method in nim

  sequential-minimal-optimizationsupport-vector-machines
  Language:Nim 0

• unicorn-yh / IRIS-classification

  Classifing IRIS Dataset using SVM, DNN and SMO

  deep-neural-networkssequential-minimal-optimizationsupport-vector-machinessvmiris-dataset
  Language:Python

• wotzlaff / rusvm-python

  A Python interface to rusvm

  machine-learningmachine-learning-algorithmssequential-minimal-optimizationsmosupport-vector-machinessvmsvm-training
  Language:Rust