gaussian-kernel

There are 2 repositories under gaussian-kernel topic.

cszn / USRNet
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
super-resolution deblurring end-to-end-learning degradation-model gaussian-kernel motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability sisr
Language:Python 832
OutofAi / 2D-Gaussian-Splatting
A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!
2d-gaussian-splatting gaussian-kernel gaussian-splatting jupyter-notebook python pytorch pytorch-implementation
Language:Jupyter Notebook 245
FPGA-Build
AugustinJose1221 / FPGA-Build
A novel architectural design for stitching video streams in real-time on an FPGA.
frame-stitching video-frames gaussian-kernel keypoint image image-processing real-time stitching-algorithm fpga verilog
Language:Verilog 91
RoyiAvital / FastGuassianBlur
Evaluation of few methods to apply Gaussian Blur on an Image.
gaussian-blur gaussian-kernel iir-filters image-processing matlab
Language:MATLAB 30
hs-jiang / FISVDD
Fast Incremental Support Vector Data Description implemented in Python
outlier-detection outlier-detection-algorithm one-class-svm one-class-classification svdd svm svm-learning anomaly-detection iot gaussian-kernel online-algorithms online-learning online-learning-algorithms paper aaai aaai2019 aaai-19 aaai19 support-vectors
Language:Python 27
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
rough-sets feature-selection reduct fuzzy-sets fuzzy-rough-set dimensionality-reduction dimension-reduction machine-learning data-science data-analytics gaussian-kernel hybrid-decision-systems
Language:R 10
Arminkhayati / Statistical_Pattern_Recognition
Statistical pattern recognition course projects from shiraz university.
regression machine-learning statistical pattern patternrecognition logistic-regression pca kde knn bayesian bayesian-classifier histogram parzen-window gaussian-kernel gaussian gradient-descent
Language:Jupyter Notebook 8
parham1998 / Kernel-Density-Estimation
Implementation of Kernel-Density-Estimation (KDE) with Matlab
matlab theodoridis pattern-recognition density-estimation kernel-density-estimation gaussian-mixture-models gaussian-kernel
Language:MATLAB 5
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.
support-vector-machines gaussian-kernel spam-classifier
Language:MATLAB 3
SapanaChaudhary / PyTorch-IL-functions
PyTorch implementation of important functions for WAIL and GMMIL
deep-imitation-learning entropy-regularizer gaussian-kernel imitation-learning inverse-reinforcement-learning l2-regularization pytorch
Language:Python 3
bhuvansun / primal-dual-optimization
Primal-Dual algorithm for smooth regularization of non-smooth optimization functions
chambolle-pock gaussian-kernel optimization-techniques primal-dual-algorithm tikhonov-regularization adam-optimizer gradient-descent nesterov-accelerated-sgd
Language:MATLAB 2
codeKk21 / Classification-Optimization-technique
Fraud detection over twitter feed data
twitter-data svm logistic-regression optimization-algorithms gradient-descent gaussian-kernel classification overfitting underfitting training-accuracy
Language:MATLAB 2
sashakttripathi / SVM-RBF-CVXOPT
Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
gaussian-kernel rbf-ker svm svm-classifier cvxopt
Language:Python 2
annieyan / Stochastic_dual_coordinate_ascent
classify mnist datasets using ridge regression, optimize the algorithem with SGD, stochastic dual coordinate ascent, and mini-batching
stochastic-gradient-descent dual-coordiate-ascent mnist-classification ridge-regression pca gaussian-kernel mini-batch-gradient-descent
Language:Python 1
dhingratul / KernelPerceptron
Classification on the Web Spam Dataset using Percepton and Kernel Perceptron with Polynomial, Gaussian, Exponential and Laplacian Kernels.
perceptron kernel-perceptron spam-classification gaussian-kernel
Language:MATLAB 1
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.
financial-data gaussian-kernel grid-search machine-learning optimization r support-vector-machine svm classification loan-default-prediction
Language:R 1
maede43 / VAD-AdaptiveThreshold-GaussianKernel
Signal and Systems course project - Fall 2021 - voice activity detection using gaussian kernel and adaptive threshold
adaptive-thresholding gaussian-kernel energy-based-vad
Language:Jupyter Notebook 1
PhilSchoeb / winequality_classif
Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models
classification gaussian-kernel machine-learning optimisation parzen-window test-set validation-set wine-quality hard-parzen soft-parzen
Language:Python 1
vinayak1998 / SVM-Devnagari-Handwritten-Character-Recognition
Solving the Character recognition problem as an SVM optimization problem using CVXOPT
svm-classifier gaussian-kernel rbf-kernel cvxopt handwritten-character-recognition principal-component-analysis singular-value-decomposition dual-svm optimization-problem
Language:Python 1
danielgribel / FastSVM
Implementation of the algorithm from "Fast training of Support Vector Machines with Gaussian kernel" (Fischetti, 2016)
svm svm-classifier gaussian-kernel
Language:Python 0
DiomedesFromHell / SVMSpamClassifier
SVM with Gaussian kernel implementation for spam classification problem using numpy
svm-classifier gaussian-kernel spam-classification
Language:Python 0
DongKeon / FISVDD_cpp
iot svm outlier-detection svm-learning aaai online-learning online-algorithms anomaly-detection gaussian-kernel online-learning-algorithms one-class-svm svdd one-class-classification outlier-detection-algorithm cpp support-vectors
Language:C++ 0
HasanFarhadi / Stochastic-pattern-recognition
linear-regression closed-form-solution stochastic-gradient-descent logistic-regression one-vs-all one-vs-one softmax-regression bayesian-methods naive-bayes-classifier spam-detection kernel-density-estimation histogram-density-estimation parzen-window gaussian-kernel knn-classification kmeans-clustering svm-classifier rbf-kernel
Language:Python 0
jiemingyou / kernel-convolutions-from-scratch
Gaussian blur base R implementation using Kernel convolutions
blur-image convolution gaussian-kernel kernel r
0
sdeepak09 / MTH_516_Non_parametric_Inference_IITK
This repository contains Materials for Non-Parametric Inference
non-parametric-inference nadaraya-watson nw-regression locally-linear-nadaraya-watson kernel-density-estimation kde multivariate-kde uniform-kernel multivariate-uniform-kernel gaussian-kernel multivariate-gaussian-kernel hodge-lehman-estimator efficiency exact-run-test randtests kolmogorov-smirnov cramer-von-mises empirical-process chi-square-test mth-516
Language:R 0
MahsaAm2 / svm
gaussian-kernel svm
Language:Jupyter Notebook
MrCrambo / Computer-Vision
Computer Vision projects using python
computer-vision convolution gaussian-kernel filters python
Language:Jupyter Notebook
pratik-agarwal / Gaussian-Kernel-in-NVIDIA-CUDA
Gaussian Kernel in NVIDIA CUDA
cpp cuda cuda-kernels gaussian-kernel nvidia-cuda
Language:C++
Raniaaloun / Support-Vector-Machines-SVM
a model that predicts some binary target based on two features using Gaussian kernel
machine-learning svm-classifier gaussian-kernel python notebook
Language:Jupyter Notebook
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.
support-vector-machines spam-classifier linear-kernel gaussian-kernel
Language:MATLAB
zakwht / sneaker-or-sandal
A nonlinear classifier for categorizing shoes using machine learning
gaussian-kernel html machine-learning python svm undergrad
Language:Python

gaussian-kernel

cszn / USRNet

OutofAi / 2D-Gaussian-Splatting

AugustinJose1221 / FPGA-Build

RoyiAvital / FastGuassianBlur

hs-jiang / FISVDD

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

Arminkhayati / Statistical_Pattern_Recognition

parham1998 / Kernel-Density-Estimation

kk289 / ML-Support_Vector_Machines-MATLAB

SapanaChaudhary / PyTorch-IL-functions

bhuvansun / primal-dual-optimization

codeKk21 / Classification-Optimization-technique

sashakttripathi / SVM-RBF-CVXOPT

annieyan / Stochastic_dual_coordinate_ascent

dhingratul / KernelPerceptron

LeondraJames / LoanPaymentPrediction_SVM

maede43 / VAD-AdaptiveThreshold-GaussianKernel

PhilSchoeb / winequality_classif

vinayak1998 / SVM-Devnagari-Handwritten-Character-Recognition

danielgribel / FastSVM

DiomedesFromHell / SVMSpamClassifier

DongKeon / FISVDD_cpp

HasanFarhadi / Stochastic-pattern-recognition

jiemingyou / kernel-convolutions-from-scratch

sdeepak09 / MTH_516_Non_parametric_Inference_IITK

MahsaAm2 / svm

MrCrambo / Computer-Vision

pratik-agarwal / Gaussian-Kernel-in-NVIDIA-CUDA

Raniaaloun / Support-Vector-Machines-SVM

SaisriramVaddadi / machine-learning-spam-classifier

zakwht / sneaker-or-sandal