A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
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Updated
Nov 26, 2023 - Jupyter Notebook
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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.
machine-learning pattern-classification machine-learning-algorithms statistical-learning artificial-intelligence
Online feature-extraction and classification algorithm that learns representations of input patterns.
machine-learning compression feature-detection pattern pattern-classification threshold artificial-intelligence feature-extraction classification dimensionality-reduction pattern-recognition feature-learning online-learning competitive-learning
Object oriented Regular Expressions implementation. The syntax is the same as .NET Regex.
A metaphysical theory of knowledge based on patterns of change.
machine-learning pattern-classification ontology artificial-intelligence pattern-recognition cognitive-science metaphysics knowledge-representation
Content-based Music Genre Classification
machine-learning deep-learning dsp sklearn pattern-classification feature-extraction music-information-retrieval convolutional-neural-networks audio-processing k-nearest-neighbours gtzan-dataset multilayer-perceptron
Quaternion-based Gesture Recognition Using Wireless Wearable Motion Capture Sensor. (MASc thesis project and paper)
python pandas-dataframe pattern-classification gesture feature-extraction quaternion gesture-recognition euclidian-space
This is a C-code of CubeMarker:Multi-Aspect Mining of Complex Sensor Sequences accepted for ICDM'19 as a regular paper.
Pattern classification with fMRI data. Reproduced from Poldrack's repository by Matlab.
Probability Models, Detection, and ML + MMSE estimation
pattern-classification probability stochastic-processes probabilistic-models mle-estimation ml-prediction mmse-estimation map-prediction
Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart
⬛ ⬜ Binary Image Classifier using Gaussian Mixture Models written in MatLab (2017)
classifier pattern pattern-matching matlab pattern-classification artificial-intelligence pattern-recognition matlab-script binary-image
Pattern Recognition Samples
This is the homework of Pattern Classification class.
Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.
neural-network pattern-classification som self-organizing-map radial-basis-function rbf-network rbf-classifier
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
[Mathematics 2025, 13(19), 3144] [Code] A Cluster-Level Information Fusion Framework for D-S Evidence Theory with its Applications in Pattern Classification
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.
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