Geometric operations on polytopes of any dimension

CVXPY Portfolio Optimization Sample

A Solver for the Wavelength Assignment Problem (RWA) in WDM networks

Solving Convex and Nonconvex Optimization Problems

Vectorize the Matlab/CVX for-loops as much as possible. 自动向量化Matlab和CVX的for循环。

This code was written during the writing of my undergraduate thesis as a means to understand the inner details of Support Vector Machines. This includes a rough translation of the original \epsilon -SVR and \nu -SVR based on the C source code (https://www.csie.ntu.edu.tw/~cjlin/libsvm/))

Proposing a novel approach on using Naives Bayes by using Robust Kernel Density Estimation (RKDE) and optimising the bandwith(h) with Harris Hawks Optimization (HHO)

Standalone KLU add-on for CVXOPT

Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT

The project Epsilon SVR is built from Scratch with minimum Sk Learn packages. This Epsilon SVR improves the SVR Model.

Desktop app for creating glaze recipes satisfying constraints on oxides and/or ingredients

Compilation of different ML algorithms implemented from scratch (and optimized extensively) for the courses COL774: Machine Learning (Spring 2020) & COL772: Natural Language Processing (Fall 2020)

OOP Python project. Hypothetical retirement plan for NFL players. Final project for the ITAM's Standards of Actuarial Practice class (Spring 2016).

Solving the Character recognition problem as an SVM optimization problem using CVXOPT

SVM implementation from scratch in python.

SVM algorithm for handwritten digit classification

Making HTML slides with Reveal.js and pandoc

Simple SVM

Custom implementation of Support Vector Machines using Python and NumPy