peernow

CME_NCOMMS_2020

Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Communications (2020), https://doi.org/10.1038/s41467-020-15195-y

PNAS2021

Ridge regression code in support of the publication 'Observational evidence that clouds amplify global warming' by Ceppi & Nowack in PNAS (2021)

SWV_Nature_Geoscience

AMT2021

Code in support of Nowack et al. AMT (2021) on machine learning and low cost sensor calibrations

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

BOCS

BOx model of Chemistry for the Stratosphere

CAS-projects

Data science projects carried out by students and postdocs of the Centre for Atmospheric Science, University of Cambridge

datavis

Data retrieval and visualisation workshop examples

emacs

Emacs configuration files

examples

examples from "Thoughtful Machine Learning"

iris_pyle

Bunch of Python scripts for use with UM at various versions

Kaggle-Prudential

Find the starter scripts that we discussed together here

PNB-Paribas

Script to get started on that competition

tigramite

Tigramite is a time series analysis python module for linear and information-theoretic causal inference.

varimax_PCA_surrogate_test

Code originally taken from github.com/vejmelkam/ndw- climate/blob, modified

webapp