Deep learning tutorial for predicting low-level rotation.
☆18Jun 26, 2018Updated 7 years ago
Alternatives and similar repositories for swirlnet
Users that are interested in swirlnet 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 in Python for Environmental Science Problems AMS Short Course Material☆183Jul 25, 2019Updated 6 years ago
- Jupyter notebooks for research and teaching☆10Dec 28, 2021Updated 4 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆73Feb 10, 2024Updated 2 years ago
- NCL colormaps in Python☆12Nov 12, 2018Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A series of Jupyter notebooks that walk you through the fundamentals of Python, Scientific Computing and Visualization, Machine Learning …☆15Jun 5, 2019Updated 6 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- ☆20Jan 20, 2022Updated 4 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Oct 23, 2019Updated 6 years ago
- A MIDI library over USB, based on arduino-esp32☆13Aug 9, 2025Updated 9 months ago
- Earth Computer Hyperparameter Optimization☆21Mar 6, 2026Updated 2 months ago
- Statistical and visual tools for gathering metrics and comparing Earth System Model data files. A common use case is comparing data that…☆20Mar 23, 2026Updated last month
- ☆14Jul 1, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Python routines for parallel analysis of large MITgcm simulations☆12Jun 23, 2016Updated 9 years ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆33Apr 13, 2021Updated 5 years ago
- Launch Jupyter Lab over SSH with a single command!☆36Updated this week
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆20May 29, 2021Updated 4 years ago
- Code for Sergeev et al. (2020)☆14Apr 15, 2023Updated 3 years ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Jan 23, 2020Updated 6 years ago
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆13Jun 18, 2024Updated last year
- ☆13Nov 2, 2021Updated 4 years ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆21Feb 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Numerical & Scientific Computing with Python Tutorial☆68Apr 2, 2020Updated 6 years ago
- material for the CSU-led machine learning tutorial for earth science research☆93Jun 22, 2022Updated 3 years ago
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 3 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- place for some of the preparatory work towards generating the CLM5 parameter perturbation experiment☆18Nov 21, 2024Updated last year
- Python 3.5 implementation of Matlab's normxcorr2 using scipy's fftconvolve and numpy.☆22Jan 19, 2023Updated 3 years ago
- El nino forecast based on a few machine learning methods☆23Sep 8, 2016Updated 9 years ago
- Python converter for Wind datasets.☆13Jun 3, 2024Updated last year
- Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️☆24Apr 30, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Tracking eddy algorithm:☆54Oct 24, 2024Updated last year
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Dec 15, 2022Updated 3 years ago
- This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Eart…☆15Jun 17, 2022Updated 3 years ago
- ☆12Nov 26, 2018Updated 7 years ago
- A place to put sample workflows and tools that use ctsm model output☆18Oct 8, 2024Updated last year
- Forecast Sensitivity to Observations and Observation Impact☆19Jan 6, 2026Updated 4 months ago
- Repository for hosting material related to the Earth System Data Science (ESDS) initiative efforts☆24Apr 27, 2026Updated last week