EnsembleXinXin's repositories
Pangu-Weather
An official implementation of Pangu-Weather
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"
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.
DA-tutorials
Course on data assimilation (DA)
DAPPER
Data Assimilation with Python: a Package for Experimental Research
DART
Data Assimilation Research Testbed
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
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.
MetPy
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
notebook-examples
Example notebooks showing how to work with ECMWF services and data
OpenCastKit
The open-source solutions of FourCastNet and GraphCast
public-downscaling-cgan
Clean, easier to use version of the downscaling cGAN
pyqg
Quasigeostrophic model in python
speedy.f90
An intermediate complexity atmospheric general circulation model
street-fighter-ai
This is an AI agent for Street Fighter II Champion Edition.
thermofeel
thermofeel is a library to calculate human thermal comfort indexes
weatherbench2
A benchmark for the next generation of data-driven global weather models.
xhistogram
Fast, flexible, label-aware histograms for numpy and xarray
xrft
Fourier transforms on xarray data structures
xskillscore
Metrics for verifying forecasts
xwavelet
Discrete wavelet transform with xarray.