A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

• UpdatedNov 26, 2023
• Jupyter Notebook

Toolbox for the analysis of smFISH images.

• UpdatedOct 31, 2023
• Python

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

• UpdatedApr 16, 2019
• Jupyter Notebook

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

• UpdatedSep 11, 2023
• Java

Online feature-extraction and classification algorithm that learns representations of input patterns.

• UpdatedFeb 26, 2017
• C++

Object oriented Regular Expressions implementation. The syntax is the same as .NET Regex.

• UpdatedSep 30, 2018
• C#

Content-based Music Genre Classification

• UpdatedMar 25, 2023
• Python

A metaphysical theory of knowledge based on patterns of change.

• UpdatedMay 13, 2017

This is a C-code of CubeMarker:Multi-Aspect Mining of Complex Sensor Sequences accepted for ICDM'19 as a regular paper.

• UpdatedSep 9, 2020
• C

Pattern classification with fMRI data. Reproduced from Poldrack's repository by Matlab.

• UpdatedOct 24, 2019
• MATLAB

Quaternion-based Gesture Recognition Using Wireless Wearable Motion Capture Sensor. (MASc thesis project and paper)

• UpdatedMar 19, 2024
• Python

Probability Models, Detection, and ML + MMSE estimation

• UpdatedMay 27, 2020
• MATLAB

Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart

• UpdatedNov 7, 2021
• Jupyter Notebook

⬛ ⬜ Binary Image Classifier using Gaussian Mixture Models written in MatLab (2017)

• UpdatedApr 20, 2018
• MATLAB

This is the homework of Pattern Classification class.

• UpdatedJun 24, 2018
• JavaScript

Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.

• UpdatedJun 26, 2021
• MATLAB

Pattern Recognition Samples

• UpdatedMay 16, 2020
• MATLAB

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

• UpdatedJun 23, 2017
• Jupyter Notebook

• UpdatedMar 7, 2017
• Jupyter Notebook

This repository contains codes for running naive bayes and k-NN classification algorithms on large dataset in python

• UpdatedNov 22, 2017
• Python