125 Open source projects that are alternatives of or similar to svm

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

This is the page for the book Digital Signal Processing with Kernel Methods.

100 Days of ML Coding

machine learning algorithm

Scene text detection and recognition based on Extremal Region(ER)

I am teaching a Learning ML workshop for some folks @ Belong.co. Creating this repo to organise the course material.

A MATLAB toolbox for classifier: Version 1.0.7

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

The R package for SVM with GPU architecture based on the GTSVM software

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

Vehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++.

A minimalistic educational hypervisor for Windows on AMD processors.

A SVM model that classifies the reviews as real or fake. Used both the review text and the additional features contained in the data set to build a model that predicted with over 85% accuracy without using any deep learning techniques.

numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法

Statistical inference on machine learning or general non-parametric models

LinearGo (Go wrapper for LIBLINEAR): A Library for Large Linear Classification

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

Vehicle detection and tracking using linear SVM classifier

机器学习与深度学习算法示例

Insanely fast Open Source Computer Vision library for ARM and x86 devices (Up to #50 times faster than OpenCV)

A comprehensive approach on recognizing emotion (sentiment) from a certain tweet. Supervised machine learning.

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

⛈️ Rumble 1.11.0 "Banyan Tree"🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

Implementation of Accurate Online Support Vector Regression in Python.

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

整理记录本人担任课程助教设计的四个机器学习实验，主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机、CNN做文本分类。内附实验指导书、讲解PPT、参考代码，欢迎各位码友讨论交流。

Interactive SVM Explorer, using Dash and scikit-learn

FUKinect-Fall dataset was created using Kinect V1. The dataset includes walking, bending, sitting, squatting, lying and falling actions performed by 21 subjects between 19-72 years of age.

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

dzetsaka : classification plugin for Qgis

新浪微博情感分析应用

Misc Statistics and Machine Learning codes in R

real-time Vehicle Detection( tiny YOLO ver) and HOG+SVM method

A document covering machine learning basics. 🤖📊

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

A practice project for machine learning and stop price prediction

Gaussian Process package based on data augmentation, sparsity and natural gradients

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

detect objects using svm and opencv

hook msr by amd svm

Matlab library for gradient descent algorithms: Version 1.0.1

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

liblinear bindings for Go

Udacity Self-Driving Car Engineer Nanodegree. Project: Vehicle Detection and Tracking

Large Data Analysis Course Project

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Linear SVM with PyTorch

LIBSVM bindings for Julia

提取图像的灰度共生矩阵（GLCM），根据GLCM求解图像的概率特征，利用特征训练SVM分类器，对目标分类

Open Source Landmarking Library

This is my Third Year Project for face recognition using OpenCV

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Information Retrieval in High Dimensional Data (class deliverables)

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法