NLeSC / Machine_Learning_SIG
The topics discussed in the Machine Learning SIG group.
☆12Updated last year
Alternatives and similar repositories for Machine_Learning_SIG:
Users that are interested in Machine_Learning_SIG are comparing it to the libraries listed below
- Experiments demonstrating coupled online learning for machine learning parameterizations☆21Updated 2 years ago
- Scripts for benchmarking performance of Zarr and HDF5 in different contexts☆11Updated 6 years ago
- A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)☆14Updated 2 months ago
- Multiple linear regression from Statsmodels library coupled with Xarray library☆14Updated 5 years ago
- A lightweight machine learning framework for Xarray☆22Updated last year
- Simple Land Model for CESM --- *** IN DEVELOPMENT *** --- please contact for more info. See supplemental information of https://journals.…☆14Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated 2 months ago
- Toolbox to use NNs in fortran☆12Updated 2 years ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆26Updated 3 months ago
- Training material on writing machine learning code with PyTorch by ICCS☆29Updated 3 weeks ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆49Updated last year
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated 2 months ago
- Software Development Guide☆50Updated this week
- ☆14Updated 4 years ago
- ☆20Updated 10 months ago
- TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…☆60Updated this week
- This project contains a collection of deep learning models developed by the AI4Sim team with various partners. This is structured on the …☆16Updated last week
- Deep Insight And Neural Network Analysis☆52Updated 2 months ago
- Machine learning emulators for microphysical processes.☆14Updated 5 months ago
- DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circula…☆18Updated last year
- Collection of Python scripts and notebooks to demonstrate plotting on the ICON grid.☆16Updated 4 months ago
- Gaussian-Processes Surrogate Optimisation in python☆19Updated 3 years ago
- ☆15Updated 10 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 6 years ago
- A 30-minute showcase on the how and the why of neural differential equations.☆13Updated last year
- A spherical CNN for weather forecasting☆71Updated 2 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆14Updated last week
- Project Pythia Cookbook template☆26Updated 2 weeks ago
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year