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Hybrid ML + physics model of the Earth's atmosphere
A toolkit for machine learning from time series
repo for the website of climate-informatics-2024
A Python package for tackling diverse environmental prediction tasks with NPs.
Graph Representation Analysis for Connected Embeddings
Minimal code for our paper "Ice Core Dating using Probabilistic Programming"
The icenet library is a pip installable python package containing the commands and code you need to produce forecasts
Long-distance maritime polar route planning, taking into account complex changing environmental conditions.
An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
Data and scripts to process Sea Ice Prediction Network South (SIPN South) analyses.
A computational notebook community for open environmental data science 🌎
Code for ''Shadow Neural Radiance Fields for Multi-View Photogrammetry'' Derksen Dawa, Dario Izzo
Python tools for obtaining and working with ICESat-2 data
scivision: a framework for scientific image analysis
A synthetic image augmentation library for object detection tasks.
Central repository for the Turing-British Antarctic Survey IceNet Project
Bias correction of mountain daily precipitation simulations from regional climate models using in-situ observations
This is a link list with awesome data, models, and tools around the cryosphere.
Regional disparities and seasonal differences in climate risk to rice labour - reproducible Pangeo demo
Model Ensemble tool for batch workflows on HPCs
Example analyses and notebooks using Pangeo-on-Azure tools and infrastructure
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
🌱 The Green AI Standard aims to develop a standard and raise awareness for best environmental practices in AI research and development
Dask tutorial material for video tutorial series
A framework for composing Neural Processes in Julia