jejjohnson / research_notebook
My personal research notebook with notes, tutorials, and resources written in Jupyterbook.
☆20Updated last year
Alternatives and similar repositories for research_notebook:
Users that are interested in research_notebook are comparing it to the libraries listed below
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated 2 years ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆48Updated last year
- A framework for composing Neural Processes in Python☆83Updated 3 months ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆54Updated 2 years ago
- Literature and light wrappers for gaussian process models.☆45Updated 3 years ago
- Official implementation of Score-based Data Assimilation☆54Updated last year
- OceanBench - SSH edition☆18Updated last year
- Making Fabio Crameri's perceptually uniform colourmaps for geosciences available on PyPI and conda-forge☆154Updated 3 weeks ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆56Updated 2 weeks ago
- A succint wrapper for matplotlib☆59Updated last week
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆31Updated this week
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆19Updated 2 months ago
- ☆20Updated 10 months ago
- ☆57Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated last month
- AtmoRep model code☆46Updated 3 weeks ago
- Use Deep Learning in Data Assimilation☆37Updated 2 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆149Updated last month
- ☆17Updated 9 months ago
- Ai2 Climate Emulator☆89Updated last month
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆25Updated 2 years ago
- The icenet library is a pip installable python package containing the commands and code you need to produce forecasts☆25Updated 2 weeks ago
- ☆89Updated 11 months ago
- Unleash the true power of scheduling☆30Updated 2 weeks ago
- PyTorch training at CSCS☆15Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated last month
- Code for neural network parameterization project☆74Updated 4 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆21Updated 2 years ago
- Quasigeostrophic model in JAX (port of PyQG)☆19Updated 3 months ago