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GitHub topics: kernel-trick

Multi-Shot-Approximation-of-MDPs/Self-Guided-ALPs-Discounted-Cost

Multi-Shot Approximation of Discounted Cost MDPs

Language: Python - Size: 4.98 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 11 - Forks: 4

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: about 1 month ago - Pushed: over 2 years ago - Stars: 7 - Forks: 3

0cherry/PackerIdentificator

packer identification tool using SVM

Language: Python - Size: 31.8 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

zargiteddy/Support-Vector-Machine-Projects

Support Vector Machine-related projects

Language: Jupyter Notebook - Size: 6.33 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

LeleVibrato/multi-class-svm

A multiclass Support Vector Machine that supports kernel tricks has been implemented by solving the SVM quadratic programming problem.

Language: Python - Size: 2.52 MB - Last synced: 5 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

LeleVibrato/SVM-Multi-classifier-multi-processers

Implemented a multi-class SVM that supports multi-core parallel computing

Language: Python - Size: 1.9 MB - Last synced: 5 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

hamedrq7/Classification-using-MLP-and-kernel-trick

This is a homework about supervised learning and kernel trick for machine learning course @ FUM.

Language: Jupyter Notebook - Size: 3.31 MB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

iamalexkorotin/KernelNeuralOptimalTransport

PyTorch implementation of "Kernel Neural Optimal Transport" (ICLR 2023)

Language: Jupyter Notebook - Size: 10 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 14 - Forks: 2

TahaTabatabaei/perceptron-classifier

simple classifier with perceptron (university assignment)

Language: Jupyter Notebook - Size: 3.51 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

wesbarnett/diffusion-map 📦

Comparison of principal components analysis with diffusion maps on toy data sets and a molecular simulation trajectory

Language: FORTRAN - Size: 48.2 MB - Last synced: 3 months ago - Pushed: over 7 years ago - Stars: 16 - Forks: 3

SCIA-Premium/SVM-101

Understanding of Support Vector Machines (SVMs) and their implementations. Covers linear and non-linear SVM, also explains how to use the "kernel trick" to handle non-linearly separable data.

Language: Jupyter Notebook - Size: 574 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

MoinDalvs/Assignment_SVM_Forest_Fire_Prediction

Language: Jupyter Notebook - Size: 5.58 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

behzadshomali/Computational-intelligence-projects

This repository contains my projects in the context of the "Computational Intelligence" course (held at FUM).

Language: Jupyter Notebook - Size: 4.62 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

uzairakbar/info-retrieval

Information Retrieval in High Dimensional Data (class deliverables)

Language: Jupyter Notebook - Size: 140 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 35 - Forks: 13

davitpapikyan/Gaussian-Processes-for-Machine-Learning

Gaussian Processes for Machine Learning

Language: Jupyter Notebook - Size: 14 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

arashsm79/machine-learning-lab

Exploring meachine learning techniques and algorithms. Including clustering algorithms, perceptron and, more.

Language: HTML - Size: 26 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

nps6-uwf/nonlinear_svm

In this project I developed a program that generates nonlinearly separable data. This data is mapped into a higher dimension using a kernel trick where the data becomes linearly separable

Language: Python - Size: 762 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

CrisSherban/DualPerceptron

A perceptron optimized with Numba that makes use of dual coordinates and kernel functions instead of classical dot product

Language: Python - Size: 3.3 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

justin830827/Graph-Data-Mining

This repository contains the projects and homework from CSC 591 Graph Data Mining

Language: Jupyter Notebook - Size: 8.81 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 3

mwoss/ML-workshop

My first steps to becoming AI engineer :)

Language: Jupyter Notebook - Size: 71 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

ayush29feb/cse446

University of Washington: CSE 446 (WIN '17) Machine Learning

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: over 1 year ago - Pushed: over 7 years ago - Stars: 1 - Forks: 1