Maximilian Gelbrecht's repositories
NODEData.jl
Small helper package that provides a struct for sequence learning with Neural ODEs.
ChaoticNDETools.jl
A collection of tools, helper functions and layers to assist working with chaotic Neural Differential Equation in Julia
GhilSellersEBM.jl
Julia implementation of the Ghil-Sellers 1D Energy Balance Model
ChaosTools.jl
Tools for the exploration of chaos and nonlinear dynamics
CuArrays.jl
A Curious Cumulation of CUDA Cuisine
SlurmHyperopt.jl
Hyperparameteroptimization with Slurm scripts based on Hyperopt.jl
DynamicalSystemsBase.jl
Definition of dynamical systems and integrators for DynamicalSystems.jl
Exercise6.jl
Example solution for Exercise 6 of the course Modelling and Machine Learning of Dynamical Systems in Julia at TUM
Exercise8.jl
Example solution to the Exercise 8 of the Modelling and Machine of Dynamical System in Julia class at TUM
Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
GinzburgLandau.jl
Julia implementation of the Complex Ginzburg Landau equation
Lux.jl
Explicitly Parameterized Neural Networks in Julia
ParameterSchedulers.jl
Common hyperparameter scheduling for ML
SeqData.jl
Small package that provides a data type for sequence learning
SNDE-Experiments
WIP SNDE Experiments
SpeedyExperiments.jl
SpeedyWeather experiments and scripts to test it with Enzyme AD and GPU
SpeedyWeather.jl
The little sister of a big weather forecast model