Shypd.aiThe largest open index of AI toolsmachine-learning-octave is a Coding & Development tool that provides MatLab/Octave examples of popular machine learning algorithms. It includes code examples and explanations of the underlying mathematics.
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machine-learning-octave is an open-source GitHub repository offering MatLab/Octave examples for various machine learning algorithms. It focuses on providing clear code examples alongside detailed explanations of the mathematics behind each algorithm, rather than relying on third-party libraries or 'one-liners'. The repository covers supervised learning (linear regression, logistic regression), unsupervised learning (K-means clustering, anomaly detection), and neural networks (Multilayer Perceptron). It's designed for users to practice and deepen their understanding of machine learning concepts by implementing them from scratch. Users need to install Octave or MatLab to run the provided scripts and demos.
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