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gaussian-kernel

Here are 13 public repositories matching this topic...

zakwht / sneaker-or-sandal

A nonlinear classifier for categorizing shoes using machine learning

python html machine-learning svm undergrad gaussian-kernel

Updated Jul 30, 2023
Python

DiomedesFromHell / SVMSpamClassifier

SVM with Gaussian kernel implementation for spam classification problem using numpy

spam-classification svm-classifier gaussian-kernel

Updated Mar 3, 2018
Python

ghfri-code / Gaussian-kernel-Non-Parametric-Density-Estimation

pattern-recognition gaussian-kernel classificaton non-parametric-density-estimation gaussian-kernel-density-estimation

Updated Aug 31, 2024
Python

sashakttripathi / SVM-RBF-CVXOPT

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

svm cvxopt svm-classifier gaussian-kernel rbf-ker

Updated Dec 30, 2022
Python

MH-Farhadi / Stochastic-pattern-recognition

rbf-kernel linear-regression bayesian-methods naive-bayes-classifier logistic-regression softmax-regression spam-detection kmeans-clustering svm-classifier stochastic-gradient-descent kernel-density-estimation knn-classification gaussian-kernel histogram-density-estimation parzen-window one-vs-one one-vs-all closed-form-solution

Updated Mar 23, 2022
Python

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.

data-visualization feature-scaling gaussian-kernel support-vector-regression inverse-transform-method

Updated Sep 3, 2024
Python

SapanaChaudhary / PyTorch-IL-functions

PyTorch implementation of important functions for WAIL and GMMIL

pytorch imitation-learning l2-regularization inverse-reinforcement-learning gaussian-kernel entropy-regularizer deep-imitation-learning

Updated Oct 28, 2021
Python

PhilSchoeb / winequality_classif

Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models

machine-learning classification optimisation wine-quality gaussian-kernel parzen-window validation-set test-set hard-parzen soft-parzen

Updated Nov 11, 2023
Python

vinayak1998 / SVM-Devnagari-Handwritten-Character-Recognition

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

rbf-kernel cvxopt principal-component-analysis svm-classifier singular-value-decomposition gaussian-kernel optimization-problem handwritten-character-recognition dual-svm

Updated Jan 13, 2019
Python

danielgribel / FastSVM

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

svm svm-classifier gaussian-kernel

Updated Jun 16, 2020
Python

annieyan / Stochastic_dual_coordinate_ascent

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

pca mnist-classification ridge-regression stochastic-gradient-descent gaussian-kernel mini-batch-gradient-descent dual-coordiate-ascent

Updated Jul 18, 2017
Python

hs-jiang / FISVDD

Fast Incremental Support Vector Data Description implemented in Python

iot paper 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 aaai2019 aaai19 aaai-19 support-vectors

Updated Sep 15, 2020
Python

cszn / USRNet

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

super-resolution deblurring sisr gaussian-kernel end-to-end-learning degradation-model motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability

Updated Jul 31, 2023
Python

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