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Course Repository for "Introduction to Scientific Programming with Python" (UNIL, FGSE, Fall 2022)
Contribution to ECMWF's MOOC on "Machine Learning in Weather & Climate"
Predicting Fuel Load from earth observation data using Machine Learning
Machine Learning in Python for Environmental Science Problems AMS Short Course Material
A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes
Use ChatGPT to summarize the arXiv papers.
Course on data assimilation (DA)
Data Assimilation with Python: a Package for Experimental Research
Data Assimilation Research Testbed
Deep Learning Weather Prediction
Deep learning models for global weather prediction on a cubed sphere
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".
Python library for processing ensemble weather forecasts
Initial public release of code, data, and model weights for FourCastNet
一种任务级GPU算力分时调度的高性能深度学习训练平台
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Using image recognition to classify storm modes in a numerical model.
A toolbox to iNNvestigate neural networks' predictions!
EnKF for Lorenz 96 model
Local ensemble transform Kalman filter data assimilation with the SPEEDY atmospheric general circulation model
Model, visualizations, and animation of the Lorenz system
The 4DVar data assimilation technique implemented with the Lorenz '63 model
4Dvar assimilation on a lorenz system
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.