aneeshcs

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

SRGAN

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

anystyle

Fast citation reference parsing

jax-cfd

Computational Fluid Dynamics in JAX

jupyter-resource-usage

Jupyter Notebook Extension for monitoring your own Resource Usage

climate-learn

Source code for ClimateLearn

pytorch-fortran

Pytorch bindings for Fortran

deep-downscaling-overview

A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.

CAM

Community Atmosphere Model

xinvert

Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.

invobs-data-assimilation

GENBE_2.0

Repository for the new stand-alone GEN_BE capability for WRFDA.

InternalWaveBreaking

This is an idealized simulation of internal-wave breaking due to tide-topography interaction based on MITgcm.

AR-Detection-Method-TDA-ML

Atmospheric River Pattern Detection Method (Topological Data Analysis + Machine Learning)

odysea-science-simulator

Simulation tools for the ODYSEA winds and currents mission.

soca

fv3-jedi

Interface between JEDI and FV3 based models

mpas-jedi

MPAS Interface for JEDI

lpt-python-public

Public release version of Large Scale Precipitation Tracking (LPT). Kerns and Chen (2020, JGR Atmospheres).

saber

System-Agnostic Background Error Representation

xgcm-examples

Examples and tutorials for xgcm

ai4essportal

climate-and-dynamical-systems

classification

Python code implementing an unsupervised classification algorithm called Pairwise Similarity Partitioning

cookiecutter-science-project

Cookiecutter template for science analysis projects

dynamical-uq

Benchmark for UQ on dynamical systems

uq4pred

Uncertainty quantification for climate predicition

rvm-find

Relevance Vector Machines (RVMs) for Bayesian data-driven discovery of PDEs.

scripps_kaust_model