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May 19, 2020 - MATLAB
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model-order-selection
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Project of Learning of Dynamical Systems - 1st part I/O Model (AR, MA, ARMA, FIR, ARMAX,..) 2nd part Classification algorithms
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Aug 2, 2022 - MATLAB
Portfolio of Jupyter Notebooks demonstrating various ML models/concepts learned and developed during my graduate machine learning course and independently post-grad. Generally, a bottom-up modeling approach with Numpy is used to showcase grasp of mathematical foundation. Higher-level libraries (scikit-learn) used for optimized algo implementations.
markov-model gradient-descent kernel-methods polynomial-regression stochastic-gradient-descent simple-linear-regression linear-classifiers kernel-ridge-regression model-order-selection multiple-linear-regression support-vector-machines-svm autoregressive-text-generation linear-time-delay-regression
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Sep 3, 2025 - Jupyter Notebook
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