pjpetersik / ninolearnView external linksLinks
NinoLearn is a research framework for statistical ENSO prediction.
☆10Jul 10, 2020Updated 5 years ago
Alternatives and similar repositories for ninolearn
Users that are interested in ninolearn are comparing it to the libraries listed below
Sorting:
- Interactivate plotting of NetCDF data in Python☆13Jan 27, 2026Updated 2 weeks ago
- El nino forecast based on a few machine learning methods☆24Sep 8, 2016Updated 9 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated 10 months ago
- Nested bootstrap resampling of xarray objects☆18Jan 22, 2025Updated last year
- A ML-oriented generic patcher for xarray data structures.☆19Feb 20, 2025Updated 11 months ago
- Library for bootstrapping statistics☆21Nov 25, 2017Updated 8 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 2 years ago
- NASA cloud science tutorials and science use cases☆25Nov 7, 2024Updated last year
- Download, process and plot data from the ICON global model used at DWD☆25Mar 8, 2023Updated 2 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
- Create boundary and initial conditions for WRF-Chem simulation☆16Sep 8, 2025Updated 5 months ago
- A python package for computing zonal mean and related atmospheric diagnostics☆17Sep 27, 2023Updated 2 years ago
- 🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.☆28Oct 16, 2025Updated 4 months ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 6 months ago
- Jupyter notebooks for research and teaching☆10Dec 28, 2021Updated 4 years ago
- Naive XML & JSON Bindings for python attrs!☆16Oct 1, 2025Updated 4 months ago
- Scripts to calculate moment diagnostics for the stratospheric polar vortex☆14Dec 11, 2018Updated 7 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Aug 14, 2023Updated 2 years ago
- Download, process and plot data from the ICON-EU model used at DWD☆30Jan 5, 2023Updated 3 years ago
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆13Jun 18, 2024Updated last year
- Python package to convert RADOLAN binary files to NetCDF☆10Feb 2, 2026Updated last week
- wradlib jupyter notebooks☆16Nov 27, 2025Updated 2 months ago
- Code for Sergeev et al. (2020)☆14Apr 15, 2023Updated 2 years ago
- code for simple models of the atmosphere and ocean☆32Dec 5, 2021Updated 4 years ago
- Style-based GAN for geophysical fields☆13May 7, 2020Updated 5 years ago
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 2 months ago
- DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circula…☆18Feb 4, 2024Updated 2 years ago
- Using satellite imagery to identify the leading indicators of deforestation.☆18May 23, 2021Updated 4 years ago
- Tutorial on building and using effective colormaps in climate science☆35Feb 5, 2020Updated 6 years ago
- An IPython Widget for Earth Maps☆21Oct 29, 2018Updated 7 years ago
- Object based tracking for model, radar and any other kind of data☆16Dec 11, 2025Updated 2 months ago
- Package for analyzing and visualizing atmospheric data☆14Nov 2, 2017Updated 8 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆17Nov 18, 2025Updated 2 months ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11May 19, 2021Updated 4 years ago
- Implementation of a radiative-convective equilibrium model.☆22Nov 3, 2025Updated 3 months ago
- Tools for analysis of climate model data☆17Nov 8, 2024Updated last year