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Linklog
This is my Linklog where I keep links to my favorite content on the Internet. It's a great way to keep this content as reference while also sharing articles and tools I encounter and find interesting.
April 2025
- A Visual Exploration of Gaussian Processes (distill.pub)
- #optimization
This is a very thorough and well designed visual introduction to Gaussian Processes and Bayesian optimisation. The article features interactive visualisations, which I found great to truly get a feel for what's happening.
March 2025
- Algorithms Books (algorithmsbook.com)
- #optimization
A fantastic collection of free textbooks on algorithms for optimization, decision making and validation.
February 2025
- (Ab)using General Search Algorithms on Dynamic Optimization Problems (dubovik.eu)
- #optimization#algorithms
An interesting analysis of various optimization algorithms applied to a simple dynamical programming problem. Features beautiful visualizations of those algorithms.
- Effective Simulated Annealing with Python (nathan.fun)
- #optimization#python
Fantastic introduction to the simulated annealing metaheuristic in Python. This is a powerful method to build good approximate solutions to optimization problems.
December 2024
- Hands-on Optimization with OR-Tools in Python (kunlei.github.io)
- #python#optimization
Detailed use cases of the OR-Tools library for optimization problems. Many problems can be solved in a more efficient way with linear programming, and this library makes it a breeze to do so.
November 2024
- Algorithm Afternoon (algorithmafternoon.com)
- #optimization#algorithms
This a collection of all the optimization metaheuristic you can possibly imagine, with comments on how to implement them and what parameters can be tuned. The aim is to take it one algorithm per afternoon.