material for the CSU-led machine learning tutorial for earth science research
☆92Jun 22, 2022Updated 3 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 2 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.☆23Sep 26, 2024Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Climatology and the Ocean state☆19Feb 6, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated 10 months ago
- Python code to assist in familiarizing meteorologists with machine learning☆63Feb 27, 2023Updated 3 years ago
- Xarray version of Marine Heatwaves code by Eric Olivier☆26Sep 2, 2025Updated 6 months ago
- ☆13Jan 6, 2023Updated 3 years ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆18Nov 4, 2022Updated 3 years ago
- material for ATS 655 - Objective Analysis☆27Apr 4, 2025Updated 11 months ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- Mid-Latitude Evaluation System☆15Apr 14, 2021Updated 4 years ago
- 2022 EarthCube Annual Meeting☆11Jul 28, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆70Sep 17, 2024Updated last year
- Earth Computer Hyperparameter Optimization☆20Mar 6, 2026Updated 2 weeks ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆183Jul 25, 2019Updated 6 years ago
- Maximum Covariance Analysis in Python☆57Jul 7, 2023Updated 2 years ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆204Jan 5, 2026Updated 2 months ago
- Raincell tracking algorithm☆10Feb 12, 2020Updated 6 years ago
- Julia users and tools for oceanography (OSM20 workshop)☆15May 3, 2020Updated 5 years ago
- Deep learning tutorial for predicting low-level rotation.☆18Jun 26, 2018Updated 7 years ago
- 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.
- Ocean state estimation framework☆21Jun 5, 2024Updated last year
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Jun 10, 2024Updated last year
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- Python package to label and track unique geospatial features from gridded datasets☆46Jan 1, 2026Updated 2 months ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆12Feb 20, 2023Updated 3 years ago
- NetCDF File Viewer☆55Feb 19, 2026Updated last month
- CUPiD is a “one stop shop” that enables and integrates timeseries file generation, data standardization, diagnostics, and metrics from al…☆33Jan 16, 2026Updated 2 months ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Oct 9, 2024Updated last year
- public codes for fusing CNN networks☆23Feb 6, 2020Updated 6 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- A python-based linear inverse modeling suite☆30Jun 20, 2019Updated 6 years ago
- Cookiecutter template for science analysis projects☆91Nov 14, 2024Updated last year
- Pangeo Forge public roadmap☆18May 22, 2024Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making …☆12Sep 26, 2025Updated 6 months ago
- ☆169Oct 27, 2025Updated 5 months ago
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆22Jan 30, 2019Updated 7 years ago