Stars
Deconvolutional and generative deep learning models for precipitation maps based on NWP
Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
A small package for calculating the Keech-Byram Drought Index (KBDI) and McArthur's Forest Fire Danger Index (FFDI)
Deep Learning for Post-Processing Ensemble Weather Forecasts
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Code and data accompanying the paper "Evaluation of changes in dry and wet precipitation extremes in warmer climates using a passive water vapor modelling approach"
Minimal model for monsoon precipitation for manuscript "Position and orientation of the westerly jet determined Holocene rainfall patterns in China, Nature Communications, 2019"
Notebooks for learning deep learning
Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Mirror of Apache Open Climate Workbench
Korean translation of machine learning yearning book by Andrew Ng.
PlaidML is a framework for making deep learning work everywhere.
A collection of interactive lecture notes and assignments in Jupyter notebook format.
Analysis & visualization of energy & climate scenarios
Motu is a high efficient and robust Web Server which fills the gap between heterogeneous data providers to end users. Motu handles, extracts and transforms oceanographic huge volumes of data withou…
Initial conditions and analytic solutions for the Matsuno baroclinic wave test case
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP
Fill missing values in a grid by solving Poisson's equation via an iterative relaxation scheme.
Introduction to python use in geosciences.
M.I.T General Circulation Model master code and documentation repository
Scenario analysis notebooks for the IPCC Special Report on Global Warming of 1.5°C
Unified access to simple climate models (work in progress)
The official home of climt, a Python based climate modelling toolkit.