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Python机器学习、深度学习算法开发等学习资源分享

Jupyter Notebook 655 177 Updated Aug 27, 2023

A simple way to run the model rttov is to use docker

Shell 2 1 Updated Jul 24, 2023

OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.

Python 88 38 Updated Aug 24, 2023

Native OpenFOAM for macOS

Shell 196 13 Updated Jun 1, 2025

Deep Learning for Reduced Order Modelling

Jupyter Notebook 100 27 Updated Nov 11, 2021

Python课程设计项目:基于python机器学习(ml)的天气预测和天气可视化

HTML 127 6 Updated Sep 20, 2022

code developed for the paper "Toward Data‐Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning"

Python 11 5 Updated Feb 22, 2019

Weather Forecasting Web App

Python 8 6 Updated Mar 17, 2024

盘古天气大模型全流程演示( 输入数据准备、预测及结果可视化)Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparation for input, forecasting conversion of forecasted results, …

Python 182 35 Updated Jul 27, 2023

Weather forecasting with Deep Learning

Python 26 16 Updated May 21, 2025

Visualizing Weather Forecasts Through Landscape Imagery

Python 1,689 79 Updated May 27, 2025

【火炉炼AI】-机器学习系列文章

Jupyter Notebook 207 93 Updated Apr 13, 2019

An NSF NCAR developed, parallelized and GPU-resident, large-eddy simulation code for accelerated modeling of the atmospheric boundary layer.

C 81 34 Updated May 30, 2025

Weather (wind and temperature) field reconstruction based on meteo-particle model using ADS-B and Mode-S data

Python 34 9 Updated Jul 5, 2021

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

Jupyter Notebook 3,685 1,236 Updated Mar 19, 2024

Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields

Python 8 Updated Dec 12, 2023

Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region

Jupyter Notebook 22 5 Updated Jun 4, 2024

Wind mapping tool for wind downscaling using the WindNinja diagnostic wind model

Python 7 2 Updated Jul 16, 2020

A diagnostic wind model developed for use in wildland fire modeling.

C++ 137 49 Updated May 30, 2025

An implementation of the linear least squares derivative method for calculating azimuthal shear and an ideal vortex wind field creator.

Jupyter Notebook 15 3 Updated Apr 16, 2023

基于Cesium,解析GFS数据实现Windy粒子效果,在RaymanNg的3D-Wind-Field基础上修改

JavaScript 14 3 Updated Aug 2, 2021

Meteor radar wind field correlation function inversion

Python 6 3 Updated Jul 5, 2024

Visualize wind field on Cesium

JavaScript 451 151 Updated Jan 23, 2025

Visualize wind field(NC file) on Cesium

JavaScript 96 31 Updated Oct 25, 2024

基于Cesium的全球风场数据可视化

JavaScript 61 17 Updated Mar 14, 2020

A python package to estimate the atmosphere parameters

Python 40 6 Updated Nov 5, 2024

Calculator of temperature, pressure and density at a user-specified altitude for the International Standard Atmosphere (ISA).

HTML 4 1 Updated Oct 19, 2020

A Python implementation of the 1976 standard atmosphere model. Suitable to determine air properties at different altitudes.

Python 15 5 Updated Apr 23, 2020

🌍 A full implementation of the ICAO standard atmosphere 1993

Python 36 7 Updated Oct 6, 2022

¡AnDA! is a Python library for the Analog Data Assimilation.

Jupyter Notebook 28 15 Updated Jan 6, 2022
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