duncanwp

kerchunk

Cloud-friendly access to archival data

aerosol-workshop-driver

Driver for use in an aerosol interface hack-a-thon

MPO624_2022

Applied Data Analysis, Spring 2022

memray

Memray is a memory profiler for Python

iris

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

mogp-emulator

Package for fitting Gaussian Process Emulators to multiple output computer simulation results.

geocube

Tool to convert geopandas vector data into rasterized xarray data.

EMC2

Earth Model Column Collabratory

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

flox

Fast & furious GroupBy operations for dask.array

cnn-esm-emulator

GPflux

Deep GPs built on top of TensorFlow/Keras and GPflow

ar6

Figure and data generation for Chapter 7 of the IPCC's Sixth Assessment Report, Working Group 1 (plus assorted other contributions)

climpred

:earth_americas: Verification of weather and climate forecasts :earth_africa:

sbi

Simulation-based inference toolkit

pangeo-forge-recipes

Python library for building Pangeo Forge recipes.

AR6-WG1-Data-Compilation

Compilation of data from AR6 WG1

sbi-workshop

SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory

Graphino

Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".

climateforcing

Tools for analysis of climate model data

Producing-realistic-climate-data-with-GANs

Associated repository to the article Producing realistic climate data (10.5281/zenodo.4436274)

data_science_cop

A repository to put example and tutorial material created through the Met Office Data Science Community of Practice

meteorological_cloud_radiative_kernels

Netcdf files of meteorological cloud radiative kernels developed by Scott et al. (2020) and applied in Myers et al. (2021).

numpy-groupies

Optimised tools for group-indexing operations: aggregated sum and more

mce

A minimal CMIP emulator

diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

BifiltPH

Compute and visualise a bifiltration of homology groups

Self-Supervised-Learner

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.