A non-exhaustive list of open resources to help environmental scientists get started with machine learning
☆21May 22, 2025Updated last year
Alternatives and similar repositories for ML_for_Environmental_Science
Users that are interested in ML_for_Environmental_Science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆60Oct 13, 2025Updated 9 months ago
- ☆19Feb 13, 2024Updated 2 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆22Jun 4, 2026Updated last month
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆37Jul 21, 2025Updated last year
- The Climate Variability Diagnostics Package (CVDP) developed by NCAR's Climate Analysis Section is an analysis tool that documents the ma…☆22May 14, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆18Nov 4, 2022Updated 3 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆99Feb 25, 2025Updated last year
- Diffusion Probabilistic Downscaling Model☆30Jul 8, 2024Updated 2 years ago
- ☆11Feb 17, 2023Updated 3 years ago
- ☆12Jul 13, 2022Updated 4 years ago
- ☆10May 26, 2026Updated last month
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- This repository contains the Datasheets for Earth Science Datasets templates for community use.☆10Apr 21, 2025Updated last year
- Package for working with various forms of feature tracking data☆16Jun 26, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Exploratory Data Analysis and Data Visualisation of All Space Missions from 1957 Dataset.☆12Jun 15, 2021Updated 5 years ago
- Final Project for Data Engineering Zoomcamp Course 2024 🧙🔥☆11Apr 17, 2024Updated 2 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆71Sep 17, 2024Updated last year
- Deep learning approaches for statistical downscaling in climate☆74Jul 1, 2022Updated 4 years ago
- Awesome-AI4Earth: a curated list of machine learning in Earth System, especially for weather and climate.☆14Dec 27, 2023Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- PyTorch training at CSCS☆22Jul 4, 2025Updated last year
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆15Sep 13, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DeepR: Deep Reanalysis☆33Oct 25, 2023Updated 2 years ago
- A repository for Argo Data Management Team activities☆18Oct 15, 2025Updated 9 months ago
- Oceanographic data analysis in Python☆15Jan 24, 2019Updated 7 years ago
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Nov 9, 2019Updated 6 years ago
- Meta-learning for climate sciences☆14Apr 14, 2024Updated 2 years ago
- CMIP6 interactive data downloader — OPeNDAP subsetting, multi-server failover, 61 models, 197 countries☆25Apr 12, 2026Updated 3 months ago
- Shows how to read and plot satellite data from EUMETSAT NETCDF files☆16Sep 24, 2020Updated 5 years ago
- ☆17Sep 7, 2023Updated 2 years ago
- Repository containing presentations made during the Copernicus Earth Observation Data Visualisation workshop series (16 May to 20 June 20…☆40Jul 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Detection and Tracking of Tropical Cyclones☆30Dec 6, 2015Updated 10 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆109Feb 21, 2025Updated last year
- This is the final project that after participated the Data Engineering Zoomcamp☆11Apr 4, 2022Updated 4 years ago
- ☆19May 11, 2023Updated 3 years ago
- Kori-ULB ice flow model☆16Jun 18, 2026Updated last month
- Official implementation of Score-based Data Assimilation☆91Jan 12, 2024Updated 2 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago