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Don's Projects

classification icon classification

Implementation of multinomial logistic regression, tested on iris, digits, and cifar datasets

dynamickmeans icon dynamickmeans

Machine Learning class final project: implement an algorithm to determine the optimal k value for k-means clustering.

image-processing icon image-processing

An image processing library, including methods of filtering, object detection, noise reduction, etc

kmeans icon kmeans

Implementation of k Means clustering algorithm, and tested over a data set.

pinball-pdf icon pinball-pdf

A probabilistic pinball simulation demonstrating the probability density function.

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