cszn/USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

Language: Python - Size: 29.6 MB - Last synced at: about 4 hours ago - Pushed at: almost 2 years ago - Stars: 884 - Forks: 115

OutofAi/2D-Gaussian-Splatting

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

Language: Jupyter Notebook - Size: 53.7 MB - Last synced at: about 24 hours ago - Pushed at: 2 months ago - Stars: 427 - Forks: 20

RoyiAvital/FastGuassianBlur

Evaluation of few methods to apply Gaussian Blur on an Image.

Language: MATLAB - Size: 814 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 33 - Forks: 8

PhilSchoeb/winequality_classif

Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models - Machine Learning course (IFT3395)

Language: Python - Size: 70.3 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

parham1998/Kernel-Density-Estimation

Implementation of Kernel-Density-Estimation (KDE) with Matlab

Language: MATLAB - Size: 668 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

alexkalergis/Clustering-using-Support-Vector-Machines

• Machine Learning • In this project contains code and data for solving problems related to kernel density estimation, classification with kernel-based methods, and clustering using K-Means.

Language: MATLAB - Size: 2.18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

qtle3/support-vector-regression

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.

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

sdeepak09/MTH_516_Non_parametric_Inference_IITK

This repository contains Materials for Non-Parametric Inference

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jiemingyou/kernel-convolutions-from-scratch

Gaussian blur base R implementation using Kernel convolutions

Size: 2.31 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

bhuvansun/primal-dual-optimization

Primal-Dual algorithm for smooth regularization of non-smooth optimization functions

Language: MATLAB - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Raniaaloun/Support-Vector-Machines-SVM

a model that predicts some binary target based on two features using Gaussian kernel

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SapanaChaudhary/PyTorch-IL-functions

PyTorch implementation of important functions for WAIL and GMMIL

Language: Python - Size: 214 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

SaisriramVaddadi/machine-learning-spam-classifier

It is based on support vector machines ,first we used linear kernel for lesser featured dataset, Gaussian kernel for more complex dataset.

Language: Matlab - Size: 875 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

annieyan/Stochastic_dual_coordinate_ascent

classify mnist datasets using ridge regression, optimize the algorithem with SGD, stochastic dual coordinate ascent, and mini-batching

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 2

vinayak1998/SVM-Devnagari-Handwritten-Character-Recognition

Solving the Character recognition problem as an SVM optimization problem using CVXOPT

Language: Python - Size: 1.85 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

kk289/ML-Support_Vector_Machines-MATLAB

We use support vector machines (SVMs) with various example 2D datasets. Experimenting with these datasets will help us gain an intuition of how SVMs work and how to use a Gaussian kernel with SVMs. In the next half of the exercise, we use support vector machines to build a spam classifier.

Language: MATLAB - Size: 3.28 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

soumenca/An-Efficient-Gaussian-Kernel-Based-Fuzzy-Rough-Set-Approach-for-Feature-Selection

An Efficient Gaussian Kernel Based Fuzzy-Rough Set Approach for Feature Selection

Language: R - Size: 275 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 3

danielgribel/FastSVM

Implementation of the algorithm from "Fast training of Support Vector Machines with Gaussian kernel" (Fischetti, 2016)

Language: Python - Size: 79.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

AugustinJose1221/FPGA-Build

A novel architectural design for stitching video streams in real-time on an FPGA.

Language: Verilog - Size: 32.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 13

Arminkhayati/Statistical_Pattern_Recognition

Statistical pattern recognition course projects from shiraz university.

Language: Jupyter Notebook - Size: 28.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

zakwht/sneaker-or-sandal

A nonlinear classifier for categorizing shoes using machine learning

Language: Python - Size: 30.9 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

MahsaAm2/svm

Language: Jupyter Notebook - Size: 147 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sashakttripathi/SVM-RBF-CVXOPT

Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT

Language: Python - Size: 35.2 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

LeondraJames/LoanPaymentPrediction_SVM

My first attempt with building a SVM model, and optimizing the cost and gamma parameters using the Gaussian Kernel grid search method.

Language: R - Size: 254 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

MH-Farhadi/Stochastic-pattern-recognition

Language: Python - Size: 1.77 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

maede43/VAD-AdaptiveThreshold-GaussianKernel

Signal and Systems course project - Fall 2021 - voice activity detection using gaussian kernel and adaptive threshold

Language: Jupyter Notebook - Size: 541 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2

DongKeon/FISVDD_cpp

Language: C++ - Size: 41 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

dhingratul/KernelPerceptron

Classification on the Web Spam Dataset using Percepton and Kernel Perceptron with Polynomial, Gaussian, Exponential and Laplacian Kernels.

Language: Matlab - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

codeKk21/Classification-Optimization-technique

Fraud detection over twitter feed data

Language: MATLAB - Size: 873 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0