bgroenks96
Scientist, data nerd, software engineer; Doctoral researcher @ AWI Potsdam working at the intersection of data science, dynamical systems, and permafrost.
Alfred Wegener Institute Helmholtz Centre for Polar and Marine ResearchPotsdam, Germany
Pinned Repositories
2DX-GL
The 2DX Open Source Project - Advanced 2D Graphics API for Java
generative-downscaling
Research and experiments for downscaling climate/weather data via generative learning
GRUV
GRUV is a Python project for algorithmic music generation.
java-global-input-hook
Global keyboard/mouse input event handling for Java.
ml-basics
A small collection of basic machine learning method implementations written in Python
normalizing-flows
Implementations of normalizing flows using python and tensorflow
pyclimdex
Implementation of Climdex indices in Python/xarray/dask
SimulationBasedInference.jl
A flexible toolkit for simulation based inference in Julia
CryoGrid.jl
Next generation permafrost process modeling in the Julia programming language.
FreezeCurves.jl
Implementations of (soil) freezing characteristic curves, along with helpful tools for their optimization and inference, in Julia.
bgroenks96's Repositories
bgroenks96/generative-downscaling
Research and experiments for downscaling climate/weather data via generative learning
bgroenks96/normalizing-flows
Implementations of normalizing flows using python and tensorflow
bgroenks96/SimulationBasedInference.jl
A flexible toolkit for simulation based inference in Julia
bgroenks96/pyclimdex
Implementation of Climdex indices in Python/xarray/dask
bgroenks96/ml-basics
A small collection of basic machine learning method implementations written in Python
bgroenks96/AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
bgroenks96/BayesModels
Easy Bayesian models.
bgroenks96/CalibrateEmulateSample.jl
Stochastic Optimization, Learning, Uncertainty and Sampling
bgroenks96/COvid19
Providing social distancing situational awareness during the COVID-19 pandemic in Colorado
bgroenks96/DiffEqBase.jl
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
bgroenks96/DiffEqDocs.jl
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
bgroenks96/DrWatson.jl
The perfect sidekick to your scientific inquiries
bgroenks96/ExprTools.jl
Light-weight expression manipulation tools
bgroenks96/Flatten.jl
Flatten nested Julia objects to tuples, and reconstruct them later
bgroenks96/Gen.jl
A general-purpose probabilistic programming system with programmable inference
bgroenks96/GlobalSensitivity.jl
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
bgroenks96/hovercraft
Make dynamic impressive presentations from text files!
bgroenks96/MLJGaussianProcesses.jl
Gaussian Processes for MLJ
bgroenks96/ModelParameters.jl
Easy, standardised parameter get/set for complex, nested and immutable models.
bgroenks96/nextcloud-kube
NextCloud kubernetes deployment
bgroenks96/OrdinaryDiffEq.jl
High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
bgroenks96/pangeo-helm-chart
Pangeo helm charts
bgroenks96/pangeo-stacks
Currated Docker images for use with Jupyter and Pangeo
bgroenks96/Parameters.jl
Types with default field values, keyword constructors and (un-)pack macros
bgroenks96/PDEKoopman2
Update PDEKoopman code to Tensorflow 2
bgroenks96/review-diffeq-gradient
A Review of Sensitivity Methods for Differential Equations
bgroenks96/SimulationLogs.jl
Signal logging and scoping for DifferentialEquations.jl simulations.
bgroenks96/Splines2.jl
Spline bases for regression modelling in Julia
bgroenks96/StateSpaceModels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
bgroenks96/Turing.jl
Bayesian inference with probabilistic programming.