Cheat Sheets

This site contains a collection of LaTeX cheatsheets, that resulted during my studies. Writing them unfortunately takes a lot of time s.t. they are by no means complete. But I am trying to extend them whenever I find some free time.

Machine Learning

Basic Machine Learning cheatsheet covering model assesment and selection, information theory, regression, classification, parameter estimation, Bayesian Inference, Bayesian Neural Networks, Markov Chains,....

Adv. Numer. Methods for Consv. Laws

Topics in numerical methods for science and engineering, focusing on advanced numerical methods in fluid dynamics. PDEs and Weak Solutions, Finite Volume Methods (FVM), System of Conservation Laws, Non-linear System of Conservation Laws.

Linux and Utilities

Cheatsheet about Linux in particular Arch Linux, as well as other tools such as Docker, pass, GNU Make, SSH

C++ Cheatsheet

C++ cheat sheet about compiling, algorithms and data structures, Object Oriented Programming,...

General Math Cheatsheet

Includes everything from Analysis to Linear Algebra

Git Cheatsheet

Includes everything from Analysis to Linear Algebra

Software Design

Softwared Design Patterns with Java

Statistical Physics & Computer Simulations

Statistical Physics & Computer Simulations. Principles and applications of statistical mechanics and equilibrium molecular dynamics. Monte Carlo simulation and stochastic dynamics.