NCAR / mlmicrophysicsLinks
Machine learning emulators for microphysical processes.
☆14Updated 5 months ago
Alternatives and similar repositories for mlmicrophysics
Users that are interested in mlmicrophysics are comparing it to the libraries listed below
Sorting:
- Forecast Verification/Validation Tools in Python☆35Updated 2 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 6 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 2 years ago
- Code for neural network parameterization project☆76Updated 5 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated 3 weeks ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- ☆43Updated 10 months ago
- post-processing experiments with neural networks☆63Updated 3 years ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆57Updated 7 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆59Updated this week
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆71Updated last year
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆35Updated 7 months ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆35Updated last month
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 10 months ago
- ☆31Updated last week
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Updated 2 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆69Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated last week
- GDEX apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash☆38Updated 2 weeks ago
- ☆40Updated 4 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆36Updated 5 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 weeks ago
- ☆14Updated 5 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Updated 2 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆21Updated 2 weeks ago
- Tools for deep learning and ensemble forecasting☆13Updated 6 years ago