svm-kernel | Topic | Ecosyste.ms: Repos

Topic: "svm-kernel"

WeltXing/PySVM

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

Language: Python - Size: 3.47 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 2

nihil21/custom-svm

Custom implementation of Support Vector Machines using Python and NumPy

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 6

koba-jon/svm_cpp

Support Vector Machines Implementation from scratch in C++

Language: C++ - Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 2

bhattbhavesh91/svm-kernel-trick

To deal with non-linearly separable we use SVM's Kernel Trick which maps data to higher dimension!

Language: Jupyter Notebook - Size: 112 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 4

kshitizrohilla/user-purchase-prediction-and-classification-using-support-vector-machine-algorithm

This project implements the Support Vector Machine (SVM) algorithm for predicting user purchase classification. The goal is to train an SVM classifier to predict whether a user will purchase a particular product or not.

Language: Jupyter Notebook - Size: 73.2 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

bhattbhavesh91/svm-c-gamma-hyperparameters-tutorial

In this video, I'll try to explain the hyperparameters C & Gamma in Support Vector Machine (SVM) in the simplest possible way.

Language: Jupyter Notebook - Size: 146 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

jyotishp/pegasos-svm

SVM classifier using PEGASOS algorithm.

Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

a3X3k/Spam-Email-Detection

Size: 67.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

ashudva/ML-6.86x

Machine Learning Projects Repository

Language: Jupyter Notebook - Size: 87 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 5

stutisehgal/Machine-Learning-Project

Handwritten Digit Recognition Model

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Sarthak-Mohapatra/Classification-of-tumors-in-Human-Breast-as-Bening-or-Malignant-using-ML-Algorithms.

As part of this project, I have used Machine Learning (classification) algorithms for classification of tumors in Human Breasts as Non-Cancerous/ Benign or Cancerous/ Malignant tumors.

Language: Jupyter Notebook - Size: 190 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

dhrupad17/Machine-Learning-A-Z

This is a practice Repository consisting of all the notebooks I have practiced for Machine Learning from basics to Advance

Language: Jupyter Notebook - Size: 51.9 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

AmirHHasani/Machine-Learning-Algorithms

A collection of my practices using the following algorithms: DBSCAN, KNN, Decision Tree Classifier, K-means, Apriori, SMOTE, SVM

Language: Jupyter Notebook - Size: 342 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

davide97g/ml-es6-modules 📦

Some test with machine learning algorithms, es6 modules and webpack.

Language: JavaScript - Size: 658 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

MoinDalvs/Assignment_SVM_Forest_Fire_Prediction

Language: Jupyter Notebook - Size: 5.58 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

MoinDalvs/SVM_Hyperparameter_Tuning_Kernel_Tricks

Effect of Gamma values and C values visualization on dataset and errors/misclassification

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

kiarashvosough1999/SVM-Perceptron

SVM-Perceptron On Flight DataSet

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

Shakilgithub20/News-Classification

Language: Jupyter Notebook - Size: 11 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

Akash-Ubale/Complete-Machine-Learning

My Machine Learning Repository

Language: Jupyter Notebook - Size: 29.6 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

shreyas-dharanesh/Support_Vector_Machine_for_Classification

SVM algorithm in Python with classification. The goal of this project is to predict whether the customer will purchase a car(1) or not(0).

Language: Python - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

Sarthak-Mohapatra/Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.

As part of this project, various classification algorithms like SVM, Decision Trees and XGBoost was used to classify a GPU Run as high or low time consuming process. The main purpose of this project is to test and compare the predictive capabilities of different classification algorithms

Language: Jupyter Notebook - Size: 4 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

Nhunk/BrainTumor_project

This project utilizes the Support Vector Machine (SVM) algorithm to classify MRI brain images.

Language: Jupyter Notebook - Size: 269 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

AboNady/SVM_Spam_Classification

This a very simple SVM Spam Emails Classification problem, I used Sklearn library to train the model and get better results

Language: Python - Size: 1.62 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

akshit285/Diabetic-Prediction-using-ML

Comparative analysis of various Machine Learning Classification algorithms on the diabetic prediction dataset.

Language: Jupyter Notebook - Size: 145 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

HARDIntegral/ADHD_Classifier 📦

These are tests for my research project

Language: C - Size: 502 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

manoharpalanisamy/Machine-Learning

It consists of base machine learning algorithms and applied mathematics has Involved

Language: HTML - Size: 255 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ElektrischesSchaf/Leukemia_prediction_with_SVM

Using scikit-learn and mlxtend

Language: Python - Size: 23.2 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ZeyuKeithFu/HandwrittenDigits-SVM

A kernel SVM practice on MNIST handwritten digits image dataset.

Language: MATLAB - Size: 6.04 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

PieroMacaluso/Homework_MLAI

Repository of my Homework for the course "Machine Learning and Artificial Intelligence" of Prof. Barbara Caputo (a.y. 2018/2019)

Language: Python - Size: 43.8 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

rahitya-123/Defaults-of-Credit-Card-Prediction-using-SVM

This is a machine learning project that predicts credit card payment defaults using Support Vector Machine classification with comprehensive data preprocessing and model optimization.

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

CryAndRRich/npmod

Building a simple deep learning framework and some machine learning/deep learning models from scratch (pure Numpy and Pytorch)

Language: Python - Size: 45.4 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

Mahtab-Shabani/Neural-Network-SVM

Language: MATLAB - Size: 17.6 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

tejaswirupa/Exploring-Home-Ownership-with-Support-Vector-Machines

Used SVM with various kernels to predict home ownership status based on census data. Identified age, number of bedrooms, and household size as top factors influencing ownership.

Language: HTML - Size: 12.1 MB - Last synced at: 16 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Shubhamd1234/Predicting-Laptop-Prices-Using-Machine-Learning

Laptop Price Prediction Model: A machine learning model that predicts laptop prices based on various features such as RAM, storage, and brand, utilizing techniques like stacking regression for best accuracy.

Language: Jupyter Notebook - Size: 540 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

prajakta1321/Creed-Collection-of-ML-Algos-and-Strategies

Creed is a dynamic repository where machine learning algorithms meet practical implementation, crafted through hands-on coding sessions in Google Colaboratory.

Language: Jupyter Notebook - Size: 6.06 MB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

esscova/svm-R

Este repositório contém uma implementação do algoritmo SVM para classificação de dados nos datasets Iris e Wine, usando a linguagem R com RStudio. Você pode executar o código localmente ou com Docker.

Language: R - Size: 468 KB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

haniye6776/loan-risk

SVM with different kernels and decision trees

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

beingwaseem/Kernelizing-Cells-SVM-in-Cancer-Detection

Language: Jupyter Notebook - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

JaewonSon37/Data_Mining

Topic: Data Analysis with Voice Dataset for Gender Recognition // Summary: Explored algorithms and found the best model that showed a 98.2% classification accuracy for a voice dataset

Language: Jupyter Notebook - Size: 609 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

chaitanya9321/Titanic-Survival

Created a Titanic dataset analysis and prediction web app using Flask. Explored passenger data, engineered features, and deployed a predictive model for survival estimation.

Language: Jupyter Notebook - Size: 824 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

gzmgrnmz/machine_learning_prediction

Language: Jupyter Notebook - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MYoussef885/Diabetes_Prediction

The "Diabetes Prediction" project focuses on predicting the likelihood of an individual having diabetes using machine learning techniques. By leveraging popular Python libraries such as NumPy, Pandas, Scikit-learn (sklearn), and Support Vector Machines (SVM), this project offers a comprehensive solution for accurate classification.

Language: Jupyter Notebook - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0