A nonlinear classifier for categorizing shoes using machine learning
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Updated
Jul 30, 2023 - Python
A nonlinear classifier for categorizing shoes using machine learning
Computer Vision projects using python
Classification on the Web Spam Dataset using Percepton and Kernel Perceptron with Polynomial, Gaussian, Exponential and Laplacian Kernels.
SVM with Gaussian kernel implementation for spam classification problem using numpy
Gaussian Kernel in NVIDIA CUDA
Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
This repository contains Materials for Non-Parametric Inference
It is based on support vector machines ,first we used linear kernel for lesser featured dataset, Gaussian kernel for more complex dataset.
PyTorch implementation of important functions for WAIL and GMMIL
Gaussian blur base R implementation using Kernel convolutions
This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.
Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models
Fraud detection over twitter feed data
My first attempt with building a SVM model, and optimizing the cost and gamma parameters using the Gaussian Kernel grid search method.
Solving the Character recognition problem as an SVM optimization problem using CVXOPT
a model that predicts some binary target based on two features using Gaussian kernel
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