Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).
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Updated
Dec 29, 2021 - MATLAB
Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).
Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimization (hyperparameter optimization algorithm) is used to tune the hyperparameters and improve the performance.
Matlab code for hyperparameter optimization of SVM using Haris Hawks Algorithm
Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.
Neural network-based character recognition using MATLAB. The algorithm does not rely on external ML modules, and is rigorously defined from scratch. A report is included which explains the theory, algorithm performance comparisons, and hyperparameter optimization.
Simulation of a water rocket's flight path and the maximal height reached
Comparison of machine learning models for prediction of diabetes.
this repo contains MATLAB code , and datasets used for our bachelor project about pump impeller trimming using neural networks
Optimierungsroutine für rechenaufwendige Systeme
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