CVXPY Portfolio Optimization Sample
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Updated
Feb 4, 2017 - Python
CVXPY Portfolio Optimization Sample
Uplift modeling and estimation via the "Uplift Support Vector Machine".
OOP Python project. Hypothetical retirement plan for NFL players. Final project for the ITAM's Standards of Actuarial Practice class (Spring 2016).
A Solver for the Wavelength Assignment Problem (RWA) in WDM networks
Solving the Character recognition problem as an SVM optimization problem using CVXOPT
This repo consist of the assignments and other code snippets of the module EN4553.
SVM implementation for Binary and Multiclass classification using standard SVM library and Convex optimastion method
SVM algorithm for handwritten digit classification
Custom implementation of Support Vector Machines using Python and NumPy
Support Vector Machines from scratch using CVXOPT library.
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 Convex and Nonconvex Optimization Problems
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/))
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