Beta Version 1.2.0-beta0

This is a pre-release!

This is the beta version of DeepOBS with PyTorch and TensorFlow support as well as an added tuning module.

Major Changes

• A PyTorch implementation (though not for all test problems yet).
• A refactored Analyzer module (more flexibility and interpretability).
• A Tuning module that automates the tuning process.
• A separate validation set for hyperparameter tuning.

And many more changes which can be gathered from the Changelog.

Many thanks to Aaron Bahde for spearheading the development of DeepOBS 1.2.0.

Version 1.1.2

We update to version 1.1.2

This mostly includes a small to fix the installed version of matplotlib2tikz is 0.6.18.

All results are still comparable from version 1.1.1 and 1.1.0.

Version 1.1.1

We update to version 1.1.1

The baselines are now hosted in a separate repository, which allows our package to be pip installable using

pip install deepobs.

Nothing else has changed, all results are still comparable from version 1.1.0

Version 1.1.0

We have re-written most parts of the code to make it more flexible and easier to use.