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2022_intro_python

Course Repository for "Introduction to Scientific Programming with Python" (UNIL, FGSE, Fall 2022)

2023_mooc_ecmwf

Contribution to ECMWF's MOOC on "Machine Learning in Weather & Climate"

2km-flat-channel_eg

ai-models-panguweather

ai-vegetation-fuel

Predicting Fuel Load from earth observation data using Machine Learning

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

cfgrib

A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes

chatpaper

Use ChatGPT to summarize the arXiv papers.

climetlab-cems-flood

colorbrewer

da-tutorials

Course on data assimilation (DA)

dapper

Data Assimilation with Python: a Package for Experimental Research

dart

Data Assimilation Research Testbed

dlwp

Deep Learning Weather Prediction

dlwp-cs

Deep learning models for global weather prediction on a cubed sphere

dsp-theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

ensemble_transformer

Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".

enstools

Python library for processing ensemble weather forecasts

fengwu

fourcastnet

Initial public release of code, data, and model weights for FourCastNet

hai-platform

一种任务级GPU算力分时调度的高性能深度学习训练平台

hwt_mode

Using image recognition to classify storm modes in a numerical model.

l96

EnKF for Lorenz 96 model

letkf-speedy

Local ensemble transform Kalman filter data assimilation with the SPEEDY atmospheric general circulation model

lorenz-system

Model, visualizations, and animation of the Lorenz system

lorenz63-4dvar

The 4DVar data assimilation technique implemented with the Lorenz '63 model

lorenz_4dvar

4Dvar assimilation on a lorenz system

lorenz_gan

Lorenz 96 model with GAN parameterization of unresolved scale (Y).

magics-python

Python interface to Magics meteorological plotting package

metpy

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.