Pinned Repositories
weatherbench2
A benchmark for the next generation of data-driven global weather models.
WeatherBench
A benchmark dataset for data-driven weather forecasting
CBRAIN-CAM
Code for neural network parameterization project
ESS-Python-Tutorial
Repository for the UCI ESS Python tutorial series
L96-Visualization
Visualizations of the Lorenz 96 model
Lorenz-Online
Experiments demonstrating coupled online learning for machine learning parameterizations
nwp-downscale
sugar-flower-fish-or-gravel
Repository for the Zooniverse cloud classification project.
TRMM_NN
ppnn
post-processing experiments with neural networks
raspstephan's Repositories
raspstephan/CBRAIN-CAM
Code for neural network parameterization project
raspstephan/nwp-downscale
raspstephan/ESS-Python-Tutorial
Repository for the UCI ESS Python tutorial series
raspstephan/Lorenz-Online
Experiments demonstrating coupled online learning for machine learning parameterizations
raspstephan/L96-Visualization
Visualizations of the Lorenz 96 model
raspstephan/sugar-flower-fish-or-gravel
Repository for the Zooniverse cloud classification project.
raspstephan/WeatherBench
WARNING! This is my working fork! For the actual repo please go to
raspstephan/LorenzRL
Unpolished working repository for tuning experiments. EnKF, RL, Online, ...
raspstephan/CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
raspstephan/CliMT-ML
raspstephan/climate-weather-datasets
raspstephan/climt
The official home of climt, a Python based climate modelling toolkit.
raspstephan/data-driven-pdes
raspstephan/ml-workflow-examples
Simple examples of data pipelines from xarray to ML training
raspstephan/MPI-ML-Tutorial
Notebooks for Machine Learning Tutorial at MPI-M
raspstephan/pyqg
Quasigeostrophic model in python
raspstephan/raspstephan.github.io
My website
raspstephan/RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
raspstephan/uwnet
Neural Networks based unified physics parameterization for atmospheric models
raspstephan/xESMF
Universal Regridder for Geospatial Data
raspstephan/airspace-jekyll
A port of the Airspace theme by ThemeFisher to Jekyll.
raspstephan/cbrain_v2
raspstephan/course-v3
The 3rd edition of course.fast.ai
raspstephan/Design-Docs
Design Documents for the Climate Machine
raspstephan/EnKI-RL
raspstephan/keras-retinanet
Keras implementation of RetinaNet object detection.
raspstephan/minimal-mistakes
:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.
raspstephan/model-replacement-benchmark
raspstephan/nn_physical_concepts
raspstephan/probabilistic_networks