joeloskarsson

joeloskarsson's Stars

• google-research/arxiv-latex-cleaner

  arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

  Language:Python5.3k3452329

• tridactyl/tridactyl

  A Vim-like interface for Firefox, inspired by Vimperator/Pentadactyl.

  Language:TypeScript5.3k622.2k401

• google-deepmind/graphcast

  Language:Python4.6k8090586

• google-deepmind/jraph

  A Graph Neural Network Library in Jax

  Language:Python1.4k393889

• mateuszbuda/brain-segmentation-pytorch

  U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

  Language:Python716923187

• google-research/neuralgcm

  Hybrid ML + physics model of the Earth's atmosphere

  Language:Python653125274

• JaxGaussianProcesses/GPJax

  Gaussian processes in JAX.

  Language:Python454317452

• google-research/weatherbench2

  A benchmark for the next generation of data-driven global weather models.

  Language:Python43184243

• AdamCobb/hamiltorch

  PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

  Language:Jupyter Notebook419142163

• ecmwf-lab/ai-models

  Language:Python387215661

• google-research/arco-era5

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

  Language:Python301214623

• TorchSpatiotemporal/tsl

  tsl: a PyTorch library for processing spatiotemporal data.

  Language:Python26694024

• google-research/dinosaur

  Language:Jupyter Notebook2087114

• openclimatefix/graph_weather

  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

  Language:Python19287549

• properscoring/properscoring

  Proper scoring rules in Python

  Language:Python165581225

• jaychempan/Awesome-LWMs

  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

  1569017

• microsoft/cliffordlayers

  Language:Python1417517

• rebase-energy/awesome-weather-models

  🌦️ A catalogue and categorization of AI-based weather forecasting models.

  Language:Python116245

• darothen/ai-models-for-all

  Run AI NWP forecasts hassle-free, serverless in the cloud!

  Language:Python107818

• tpys/FuXi

  A cascade machine learning forecasting system for 15-day global weather forecast

  Language:Python922612

• ecmwf-lab/ai-models-graphcast

  Language:Python64102019

• westny/mtp-go

  Code for running the implementations proposed in: Westny, T., Oskarsson, J., Olofsson, B. and Frisk, E., "MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs", IEEE Transactions on Intelligent Vehicles

  Language:Python40643

• clessig/atmorep

  AtmoRep model code

  Language:Python388339

• ecmwf/anemoi-datasets

  Language:Python33181415

• westny/dronalize

  Official implementation of the Dronalize toolbox for trajectory prediction research on drone datasets.

  Language:Python24100

• Team-RADDISH/ParticleDA.jl

  Language:Julia155785

• ecmwf/anemoi-graphs

  Language:Python127189

• LoryPack/GenerativeNetworksScoringRulesProbabilisticForecasting

  Code for the paper "Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization"

  Language:Python8102

• westny/neural-stability

  Code for running the implementations proposed in: Westny, T., Mohammadi, A., Jung, D. and Frisk, E., "Stability-Informed Initialization of Neural Ordinary Differential Equations", 2024 International Conference on Machine Learning (ICML).

  Language:Python4201

• mllam/mllam-data-prep

  Language:Python3157