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Recent Releases of CoPro

CoPro - v2.0.1

Required patches to dependencies.

What's Changed

Full Changelog: https://github.com/JannisHoch/copro/compare/v2.0.0...v2.0.1

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch 4 months ago

CoPro - v2.0.0

Version 2 contains the work done in context of FAO work.

What's Changed

Full Changelog: https://github.com/JannisHoch/copro/compare/v0.0.8...v2.0.0

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch 5 months ago

CoPro - v0.1.2

Updated code to work with up-to-date versions of requirements.
Plotting of ROC-AUC curves not yet supported as sklearn API has changed.
Until then, v0.1.1 still remains long term support version.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch about 2 years ago

CoPro - v0.1.1

after a lot of debugging, i found that i made a simple typo...

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch almost 4 years ago

CoPro - version 0.0.8

this version includes a range of new functions and workflow.
with version 0.0.8, the first major development circle is a wrap.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch almost 4 years ago

CoPro - JOSS version

this version corresponds to the JOSS publication and contains updated documentation of the model as well as improved model installation via pip install and its description.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch about 4 years ago

CoPro - version 0.0.6

now with most complete functionality to make projections based on classifier from reference run.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - beta-version to be used in JOSS review process

In addition to previous beta release, the documentation is aligned with minor changes in the projection making process and the output of variables.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - version 0.0.6b

beta-release of v0.0.6.

now including:

  • possibility to use fitted classifier to make predictions with new data

  • notebook showing the prediction making process

  • improved console output

  • some minor changes to docs and code

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - version 0.0.5

for JOSS submission

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - pre-release for v0.0.5

added more output options and tested different model varieties

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - version 0.0.4

Now including documentation of all functions

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - version 0.0.3

This release forms a major improvement and is a key step towards wrapping up the first development round.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch over 4 years ago

CoPro - version 0.0.2

including new pipeline on scaler-model combos allowing for sensitivity analysis and leave-one-out analysis to evalute impact of individual variables

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch almost 5 years ago

CoPro - First stable release with minor update

In addition to v0.0.1, the runner.py script was aligned with the workflow in the example notebook.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch almost 5 years ago

CoPro - first release

first realse with support vector classification model for two different variables and target.

Climate Change - Climate Data Processing and Analysis - Jupyter Notebook
Published by JannisHoch almost 5 years ago