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

Toolbox for the analysis of smFISH images.

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

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

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

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

Content-based Music Genre Classification

A metaphysical theory of knowledge based on patterns of change.

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

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

Probability Models, Detection, and ML + MMSE estimation

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

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

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

This is the homework of Pattern Classification class.

Pattern Recognition Samples

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

Programs of Different Stylish Patterns that are Complex for beginners.

A pattern classification analysis tool that potentially increased brain tumor diagnostic procedures. By taking an information picture, assign significance to different viewpoints in the picture and classify each case.