kramea / aibedoLinks
DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulation and regional climate patterns)
β18Updated last year
Alternatives and similar repositories for aibedo
Users that are interested in aibedo are comparing it to the libraries listed below
Sorting:
- π A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or othersβ48Updated this week
- Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.β25Updated 5 years ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competitionβ32Updated last year
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.β14Updated 6 months ago
- Experiments demonstrating coupled online learning for machine learning parameterizationsβ22Updated 2 years ago
- Training material on writing machine learning code with PyTorch by ICCSβ33Updated last month
- A lightweight machine learning framework for Xarrayβ22Updated last year
- βοΈ DEPRECATED GPU Ocean Python/CUDA codebaseβ10Updated last year
- Simple examples of data pipelines from xarray to ML trainingβ22Updated 5 years ago
- A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)β14Updated last month
- β18Updated 10 months ago
- β22Updated 8 months ago
- Curated Docker images for use with Jupyter and Pangeoβ17Updated 5 years ago
- A modern Python utility library for climate data collection and managementβ19Updated this week
- scikit-extremes is a basic statistical package to perform univariate extreme value calculations using Pythonβ42Updated 3 years ago
- Python-based air emissions QA and reporting tool for CMAQ and CAMx model ready emissions inputs.β13Updated 2 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciencesβ14Updated 3 years ago
- Subseasonal forecasting modelsβ55Updated 6 months ago
- xarray accessor and zarr codec for working with video dataβ18Updated last year
- Collection of Python scripts and notebooks to demonstrate plotting on the ICON grid.β17Updated 9 months ago
- A ML-oriented generic patcher for xarray data structures.β18Updated 6 months ago
- β21Updated last year
- NinoLearn is a research framework for statistical ENSO prediction.β10Updated 5 years ago
- This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).β27Updated last month
- β46Updated 2 weeks ago
- Interactivate plotting of NetCDF data in Pythonβ13Updated last month
- Project Pythia Cookbook templateβ27Updated this week
- A python package for computing zonal mean and related atmospheric diagnosticsβ16Updated last year
- A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictivβ¦β39Updated 3 months ago
- The β¨Magicalβ¨ JAX ML Library.β17Updated 7 months ago