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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

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

datavis

Data retrieval and visualisation workshop examples

emacs

Emacs configuration files

examples

examples from "Thoughtful Machine Learning"

forpy

Forpy - use Python from Fortran

ftorch

A library for directly calling PyTorch ML models from Fortran.

iris_pyle

Bunch of Python scripts for use with UM at various versions

kaggle-prudential

Find the starter scripts that we discussed together here

kevinsinigalia-bachelorthesis

pnas2021

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

pnb-paribas

Script to get started on that competition

swv_nature_geoscience

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