Machine Learning Notebooks

Optimization notebooks

A collection of various scientific notebooks ✨

Describe your numerical experiments

Notebooks for optimizing in python using docplex package(Optimization Modeling for Python).

Travelling Salesman Problem: playing with various optimisation algorithms

Jupyter Notebook tool enabling users to research, optimize, and manage their Fantasy Premier League teams.

This repo features my Jupyter notebook implementations of robotics learning and optimization codes, inspired by https://rcfs.ch/.

Supply Chain Analytics - Notebooks for classroom.

Technician routing and resource assignment using mathematical optimization

A web notebook for exploring operations research problems

Jupyter notebooks to describe the principles of the Tomography scheme

Report and notebook about Optimization for Machine Learning using Dynamic Sampling

In this repository there are many Jupyter Notebooks using differents optimization techniques

A small agglomerates of one jupyter notebook projects just to try stuff out.

Notebooks for Foundation of Machine Learning (PHYS 243) Fall 2021 course at UCR

All notebooks used to generate results and figures in the paper linked below.

This repository provides practical implementations, examples, and insights into various optimization methods, making it easier to understand and apply these concepts.

This repository holds the Jupyter notebooks coded throughout the Optimization course at Los Andes University, 2024-1 Semester. Notebooks include topics related to Linear Programming, Convex Optimization, and Transportation/Graph Algorithms.