Deepobs

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 <a href="https://github.com/fsschneider/DeepOBS/blob/v1.2.0-beta0/CHANGELOG.md">Changelog</a></li>.

Many thanks to [Aaron Bahde](https://github.com/abahde/) for spearheading the development of DeepOBS 1.2.0.

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.

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

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