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Deconvolutional and generative deep learning models for precipitation maps based on NWP

Jupyter Notebook 5 1 Updated Jun 8, 2022

Implementation of the Prithvi WxC Foundation Model and Downstream Tasks

Python 126 22 Updated Jan 20, 2025
Python 6 4 Updated Feb 14, 2025

A small package for calculating the Keech-Byram Drought Index (KBDI) and McArthur's Forest Fire Danger Index (FFDI)

Python 6 7 Updated May 5, 2019

Deep Learning for Post-Processing Ensemble Weather Forecasts

Jupyter Notebook 91 18 Updated Mar 24, 2023

An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.

Python 146 46 Updated Feb 6, 2025

Finite-amplitude impulse response model v2.0

Python 5 Updated Aug 11, 2020

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"

1 Updated Jan 19, 2022

Minimal model for monsoon precipitation for manuscript "Position and orientation of the westerly jet determined Holocene rainfall patterns in China, Nature Communications, 2019"

R 2 4 Updated Mar 5, 2019

Notebooks for learning deep learning

Jupyter Notebook 5,673 5,339 Updated Oct 3, 2023

Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'

Python 95 20 Updated Oct 10, 2023

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 ;)

Jupyter Notebook 27,186 7,908 Updated Jun 25, 2024

Mirror of Apache Open Climate Workbench

Jupyter Notebook 140 112 Updated Oct 5, 2020

Korean translation of machine learning yearning book by Andrew Ng.

375 93 Updated Jul 18, 2023

CWSLab Climate Toolkit

Python 7 31 Updated Aug 9, 2018

PlaidML is a framework for making deep learning work everywhere.

C++ 4,585 398 Updated Jul 23, 2023

A collection of interactive lecture notes and assignments in Jupyter notebook format.

Jupyter Notebook 164 73 Updated May 18, 2020

Analysis & visualization of energy & climate scenarios

Python 246 123 Updated Jan 9, 2025

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…

Python 50 22 Updated Jan 4, 2023

Shallow Water Equations in Python

Jupyter Notebook 42 15 Updated Nov 22, 2018

Initial conditions and analytic solutions for the Matsuno baroclinic wave test case

Python 5 Updated Mar 25, 2019

ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP

NCL 234 129 Updated Feb 15, 2025

Combining climdex.pcic and climpact @ UNSW

R 37 27 Updated Jul 23, 2021

Fill missing values in a grid by solving Poisson's equation via an iterative relaxation scheme.

Python 30 11 Updated Nov 26, 2024

Introduction to python use in geosciences.

Jupyter Notebook 463 245 Updated Apr 29, 2020

M.I.T General Circulation Model master code and documentation repository

Fortran 346 252 Updated Feb 1, 2025

Scenario analysis notebooks for the IPCC Special Report on Global Warming of 1.5°C

Jupyter Notebook 63 31 Updated Sep 12, 2020

Unified access to simple climate models (work in progress)

Python 69 16 Updated May 27, 2020

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

Fortran 169 45 Updated Mar 9, 2024
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