There are 1 repository under cvxopt topic.
Geometric operations on polytopes of any dimension
CVXPY Portfolio Optimization Sample
Solving Convex and Nonconvex Optimization Problems
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)
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/))
The project Epsilon SVR is built from Scratch with minimum Sk Learn packages. This Epsilon SVR improves the SVR Model.
Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
SVM implementation from scratch in python.
Desktop app for creating glaze recipes satisfying constraints on oxides and/or ingredients
Implement hard/soft margin SVM from scratch using numpy and cvxopt.
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)
Solving the Character recognition problem as an SVM optimization problem using CVXOPT
Support Vector Machines from scratch using CVXOPT library.
This repo consist of the assignments and other code snippets of the module EN4553.
Uplift modeling and estimation via the "Uplift Support Vector Machine".
SVM algorithm for handwritten digit classification
SVM implementation for Binary and Multiclass classification using standard SVM library and Convex optimastion method
Custom implementation of Support Vector Machines using Python and NumPy
Making HTML slides with Reveal.js and pandoc
OOP Python project. Hypothetical retirement plan for NFL players. Final project for the ITAM's Standards of Actuarial Practice class (Spring 2016).