gideonite

arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

SuperBench

scream

Exascale global atmosphere model written in C++ as part of the E3SM project

nn-benchmark

An extensible benchmark suite to evaluate data-driven physical simulation

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

cubedsphere

Cubed-Sphere data processing with xarray

research

ML-Papers-Explained

Explanation to key concepts in ML

pyLIM

A python-based linear inverse modeling suite

jupyterlab-vim

:neckbeard: Vim notebook cell bindings for JupyterLab

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

typst

A new markup-based typesetting system that is powerful and easy to learn.

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

PhiFlow

A differentiable PDE solving framework for machine learning

MOM6-examples

Example configurations for MOM6 and SIS2

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

torch-harmonics

Differentiable spherical harmonic transforms and spherical convolutions in PyTorch

deq-ddim

FourCastNet

Initial public release of code, data, and model weights for FourCastNet

FourCastNet

Initial public release of code, data, and model weights for FourCastNet

fv3gfs-wrapper

Python wrapper for the FV3-based global climate model

xmovie

A simple way of creating movies from xarray objects

openmm-ml

High level API for using machine learning models in OpenMM simulations

easse

Easier Automatic Sentence Simplification Evaluation

gokey

A simple vaultless password manager in Go

xskillscore

Metrics for verifying forecasts

WeatherBench

A benchmark dataset for data-driven weather forecasting

cycle

Modern and safe symbolic mathematics

ClimateMARGO.jl

Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.