material for the CSU-led machine learning tutorial for earth science research
☆93Jun 22, 2022Updated 4 years ago
Alternatives and similar repositories for ml_tutorial_csu
Users that are interested in ml_tutorial_csu are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 3 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆65Feb 27, 2023Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆13Jul 10, 2022Updated 4 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.☆23Sep 26, 2024Updated 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functio…☆11Mar 30, 2023Updated 3 years ago
- Earth Computer Hyperparameter Optimization☆22Jul 28, 2026Updated 3 months ago
- ☆13Jan 6, 2023Updated 3 years ago
- Climatology and the Ocean state☆20Oct 13, 2026Updated 3 weeks ago
- 2022 EarthCube Annual Meeting☆11Jul 28, 2022Updated 4 years ago
- CUPiD is a “one stop shop” that enables and integrates timeseries file generation, data standardization, diagnostics, and metrics from al…☆34Oct 9, 2026Updated 3 weeks ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆18Nov 4, 2022Updated 4 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆71Sep 17, 2024Updated 2 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Xarray version of Marine Heatwaves code by Eric Olivier☆31Sep 2, 2025Updated last year
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆206Oct 5, 2026Updated last month
- material for ATS 655 - Objective Analysis☆29Updated this week
- Mid-Latitude Evaluation System☆15Apr 14, 2021Updated 5 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 4 years ago
- A cookbook meant to work with various weather radar data☆16Jan 13, 2026Updated 9 months ago
- Maximum Covariance Analysis in Python☆58Jul 7, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- examples to access public ocean datasets and make simple plots☆10Apr 20, 2021Updated 5 years ago
- Cubed-Sphere data processing with xarray☆19Jan 16, 2020Updated 6 years ago
- Ocean state estimation framework☆21Jun 5, 2024Updated 2 years ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆184Jul 25, 2019Updated 7 years ago
- Deep learning tutorial for predicting low-level rotation.☆18Jun 26, 2018Updated 8 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆39Oct 27, 2017Updated 9 years ago
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Jun 10, 2024Updated 2 years ago
- ☆14Sep 26, 2026Updated last month
- Julia users and tools for oceanography (OSM20 workshop)☆16May 3, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆62Mar 10, 2025Updated last year
- A cookbook to demonstrate advanced visualization techniques using matplotlib, cartopy, metpy, and geocat-viz.☆13Updated this week
- Raincell tracking algorithm☆11Feb 12, 2020Updated 6 years ago
- NetCDF File Viewer☆56Oct 26, 2026Updated last week
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Feb 20, 2023Updated 3 years ago
- Storage Target and Release Function Inference Tool☆14Oct 17, 2022Updated 4 years ago
- Jupyter notebooks used on Cal-Adapt: Analytics Engine JupyterHub.☆17Sep 28, 2026Updated last month