Geometric operations on polytopes of any dimension
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Updated
Apr 28, 2024 - Python
Geometric operations on polytopes of any dimension
CVXPY Portfolio Optimization Sample
Vectorize the Matlab/CVX for-loops as much as possible. 自动向量化Matlab和CVX的for循环。
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/))
Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
Desktop app for creating glaze recipes satisfying constraints on oxides and/or ingredients
The project Epsilon SVR is built from Scratch with minimum Sk Learn packages. This Epsilon SVR improves the SVR Model.
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
SVM algorithm for handwritten digit classification
OOP Python project. Hypothetical retirement plan for NFL players. Final project for the ITAM's Standards of Actuarial Practice class (Spring 2016).
Uplift modeling and estimation via the "Uplift Support Vector Machine".
SVM implementation for Binary and Multiclass classification using standard SVM library and Convex optimastion method
Support Vector Machines from scratch using CVXOPT library.
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