Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)
β22Sep 29, 2025Updated 7 months ago
Alternatives and similar repositories for climate-emulator
Users that are interested in climate-emulator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tutorial for getting started with machine learning for climate modelingβ13Feb 6, 2024Updated 2 years ago
- π A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or othersβ57Jan 30, 2026Updated 3 months ago
- β20Feb 18, 2026Updated 3 months ago
- Guidelines on using Weights and Biases logging for deep learning applications on NERSC machinesβ13Aug 7, 2023Updated 2 years ago
- Examples of CMIP6 cloud data analysis with Pangeoβ26May 22, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Raincell tracking algorithmβ10Feb 12, 2020Updated 6 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module peβ¦β19Apr 14, 2025Updated last year
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patternsβ12Jul 19, 2018Updated 7 years ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate predictionβ221May 19, 2026Updated last week
- A Python application for processing multiple line of sight queries, via the 'Google Elevation' API.β10May 23, 2023Updated 3 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.β23Sep 26, 2024Updated last year
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.β30Jul 9, 2025Updated 10 months ago
- Code associated with the paper "The World as a Graph: Improving El NiΓ±o Forecasting with Graph Neural Networks".β33Dec 15, 2022Updated 3 years ago
- single-GPU to multi-GPU training of PyTorch apps at NERSCβ25Apr 23, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Extreme weather detection and characterizationβ132Feb 1, 2026Updated 3 months ago
- β16May 8, 2026Updated 2 weeks ago
- β53May 18, 2026Updated last week
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasetsβ¦β44Nov 29, 2022Updated 3 years ago
- Calculating future changes in Arctic phytoplankton using the emergent constraint methodβ15Mar 15, 2023Updated 3 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphereβ20Nov 18, 2022Updated 3 years ago
- β11Nov 10, 2021Updated 4 years ago
- see github.com/understanding-search/maze-transformerβ10Dec 8, 2023Updated 2 years ago
- Official repo for 'Generating Physically-Consistent Satellite Imagery for Climate Visualizations'β28Nov 26, 2024Updated last year
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- β23May 20, 2025Updated last year
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.β82Updated this week
- Python remapping tools for climate and earth system models.β21May 13, 2026Updated last week
- Object based tracking for model, radar and any other kind of dataβ16Dec 11, 2025Updated 5 months ago
- β26Jun 23, 2025Updated 11 months ago
- Jupyter Notebooks demonstrating basic wrf-python usage.β15Nov 7, 2021Updated 4 years ago
- Notes and practicals for my "Physics of the Climate System" lectureβ29Aug 13, 2024Updated last year
- Pangeo Cloud Datastoreβ53May 16, 2022Updated 4 years ago
- PNAS -- Historical change of El NiΓ±o properties sheds light on future changes of extreme El NiΓ±oβ12Jul 10, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, meridβ¦β10Jul 4, 2023Updated 2 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.β10May 5, 2025Updated last year
- β14Jan 9, 2018Updated 8 years ago
- β16May 6, 2026Updated 2 weeks ago
- PCMCI version 4.1β14Dec 1, 2020Updated 5 years ago
- Python FLEXPART Plottingβ15May 6, 2026Updated 3 weeks ago
- Visualizing data to better monitor issues around food securityβ14Nov 28, 2024Updated last year