A versatile python framework for tomographic imaging

PyPSA: Python for Power System Analysis

This project aims to solve the Travelling Salesman Problem (TSP) using two heuristic approaches: Genetic Algorithm (GA) and Simulated Annealing (SA). The ATT48 dataset is used as a benchmark to compare their efficiency in finding the shortest possible route while visiting all cities exactly once.

A quantitative trading strategy backtester with an interactive dashboard. Enables users to implement, test, and visualise trading strategies using historical market data, featuring customisable parameters and key performance metrics. Developed with Python and Polars.

A multi-scale energy systems modelling framework

Linear optimization with N-D labeled arrays in Python

GitHub repository for the Unified Ducted fan Code (UDC) and Ducted Fan Optimisation Frameworks

Vector based Energy Optimization Framework

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

The Solar Optimizer integration for Home Assistant starts and stops your equipments depending on the Solar net production

Python implementation of the VMCON non-linear constrained optimiser.

Performance Profiling & Optimisation of Research Code (Python) - Short Course

A toolbox for the calibration and evaluation of simulation models.

Optimisation feature library

OptiMac is a comprehensive, user-friendly macOS optimization suite that brings powerful system tweaks and performance enhancements to your M-Series Mac through an intuitive graphical interface. No more complex terminal commands – optimize your Mac with just a few clicks!

Differentiable optical models as parameterised neural networks in Jax using Zodiax

Tooling for sampling and solving instances of the 0-1 Knapsack Problem

Ce projet propose une simulation du problème du voyageur de commerce (TSP) en utilisant l’algorithme d’optimisation par colonie de fourmis (ACO). Il permet de visualiser comment des agents virtuels (fourmis) trouvent le chemin le plus court en déposant et en suivant des phéromones sur un graphe.

Projects made while taking Harvard's CS50 AI Course