raspstephan

CBRAIN-CAM

Code for neural network parameterization project

nwp-downscale

ESS-Python-Tutorial

Repository for the UCI ESS Python tutorial series

Lorenz-Online

Experiments demonstrating coupled online learning for machine learning parameterizations

L96-Visualization

Visualizations of the Lorenz 96 model

sugar-flower-fish-or-gravel

Repository for the Zooniverse cloud classification project.

WeatherBench

WARNING! This is my working fork! For the actual repo please go to

LorenzRL

Unpolished working repository for tuning experiments. EnKF, RL, Online, ...

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

CliMT-ML

climate-weather-datasets

climt

The official home of climt, a Python based climate modelling toolkit.

data-driven-pdes

ml-workflow-examples

Simple examples of data pipelines from xarray to ML training

MPI-ML-Tutorial

Notebooks for Machine Learning Tutorial at MPI-M

pyqg

Quasigeostrophic model in python

raspstephan.github.io

My website

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

uwnet

Neural Networks based unified physics parameterization for atmospheric models

xESMF

Universal Regridder for Geospatial Data

airspace-jekyll

A port of the Airspace theme by ThemeFisher to Jekyll.

cbrain_v2

course-v3

The 3rd edition of course.fast.ai

Design-Docs

Design Documents for the Climate Machine

EnKI-RL

keras-retinanet

Keras implementation of RetinaNet object detection.

minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

model-replacement-benchmark

nn_physical_concepts

probabilistic_networks