optimisation-algorithms

Differentiable Programming Algorithms in Modern C++

A very simple Genetic Algorithm implementation for matlab, easy to use, easy to modify runs fast.

Lightweight Machine Learning Classics with R (Book Draft)

Meta-heuristic optimisation suite for python

Performing Foreground Detection in videos using RPCA with ADMM algorithm

Breast cancer detection using 4 different models i.e. Logistic Regression, KNN, SVM, and Decision Tree Machine Learning models and optimizing them for even a better accuracy.

This repository is created to focus on code optimisation. Today in the world of programming, where everywhere - everything is getting coded. It is very important to write optimised code. We need to focus on various complexities involved.

Simplex method C++ implementation (a student work)

Constrained Derivative Function Optimisation

Feature Selection using Simulated Annealing

Interactive demo of Hooke_Jeeves and Powell algorithms used for direct-search function optimisation.

Application of genetic algorithm in feature selection.

Imagine having a limited space and you want to fill it with N objects of different sizes in order to minimize the remaining empty space. This problem can be solved using a simple genetic algorithm approach where each DNA component represents an object with a given size.

Machine Learning Techniques to extract useful forecasts, conclusions and decision making in Quant Finance

RWH optimisation using advanced OR techniques. Project built during national finals of Smart India Hackathon 2019. Team Six Nearest Neighbors. For AM2, Goldman Sachs.

This Repo contains - Starter files, Coursework, Programming Assignments for the Master Algorithmic Programming Techniques Specialization Course -- offered by UC San Diego, Coursera.

An NUS timetable generator which uses a genetic algorithm to optimise timetables to suit the needs of NUS students. (Project submission for Hack&Roll 2022)