This repository consists of implementation of some of the advanced algorithms in classification of dataset as well as training and testing of personalized dataset and decreasing the error.
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Updated
Jun 15, 2022 - Python
This repository consists of implementation of some of the advanced algorithms in classification of dataset as well as training and testing of personalized dataset and decreasing the error.
A matlab project for sampling and recovery of Graph Signals regarding an electromagnetic field.
Spam classification using SVM in MATLAB
Optimisation Algorithms course at IST
A prototype MATLAB implementation of the differential correction algorithm for best rational approximation
Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.
R package for computing optimal regression designs under second-order least-squares estimator
A Solver for Link-a-Pix picture puzzles.
Homography Estimation for Image Alignment Project
Solving a convex problem with affine equality constrains with CVX and Newton algorithm
Vectorize the Matlab/CVX for-loops as much as possible. 自动向量化Matlab和CVX的for循环。
cvx library in python
Model predictive control (MPC) implemented in Matlab using CVX
The Project involves 3 typical convex optimization problems in control and the SDP (Semi-definite Programming) form or in other words the LMI (Linear Matrix Inequalities) form of each problem is achieved analytically and then the SDP optimization problems are solved in MATLAB using MATLAB CVX toolbox.
SVM implementation to classify email as spam or not spam
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