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Hybrid ML + physics model of the Earth's atmosphere
A library for directly calling PyTorch ML models from Fortran.
NERSC Ensemble Data Assimilation System
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Utilities for comparing paleoclimate reconstruction ensembles
Script and files used to make MioMIP1 paper figures
The Dendrochronology Program Library for Python
Python library for generating high-performance implementations of stencil kernels for weather and climate modeling from a domain-specific language (DSL).
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
CloudDrift accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Tools to support analysis of POP2-CESM model solutions
Build a fast data assimilation system with Machine Learning
Examples of how to create colorful, annotated equations in Latex using Tikz.
Climate Machine: an Earth System Model that automatically learns from data
Couplings for nonlinear ensemble filtering
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
Jupyter notebooks on time series econometrics topics.
A search tool helps dev to solve the naming things problem.
A modern desktop interface for Linux. Improve your user experience and get rid of the anarchy of traditional desktop workflows. Designed to simplify navigation and reduce the need to manipulate win…