General
Full API documentation
The DeepHyper API is now fully documented at [DeepHyper API](https://deephyper.readthedocs.io/en/latest/api/deephyper.html)
Tensorflow-Probability as a new dependency
[TensorFlow Probability](https://www.tensorflow.org/probability) is now part of DeepHyper default set of dependencies
Automated submission with Ray at ALCF
It is now possible to directly submit with `deephyper ray-submit ...` for DeepHyper at the ALCF. This feature is only available on ThetaGPU for now but can be extended to other systems by following [this script](https://github.com/deephyper/deephyper/blob/c7608e0c61bd805c109145744b567cbb6cf01673/deephyper/core/cli/ray_submit.py).
ThetaGPU at ALCF
* New installation documentation is available at [Installation ThetaGPU (ALCF)](https://deephyper.readthedocs.io/en/latest/install/thetagpu.html)
* A new user guide is available at [Running on ThetaGPU (ALCF)](https://deephyper.readthedocs.io/en/latest/user_guides/thetagpu.html) to understand how to run manually and automatically DeepHyper on ThetaGPU.
New documentation for auto-sklearn search with DeepHyper
The access to auto-sklearn features was changed to `deephyper.sklearn` and a new documentation is available for this feature at [User guide: AutoSklearn](https://deephyper.readthedocs.io/en/latest/user_guides/autosklearn.html)
New command lines for DeepHyper Analytics
The `deephyper-analytics` command was modified and enhanced with new features. The see the full updated documentation follow [DeepHyper Analytics Tools](https://deephyper.readthedocs.io/en/latest/user_guides/analytics.html).
The `topk` command is now available to have quick feedback from the results of an experiment:
$ deephyper-analytics topk combo_8gpu_8_agebo/infos/results.csv -k 2
'0':
arch_seq: '[229, 0, 22, 1, 1, 53, 29, 1, 119, 1, 0, 116, 123, 1, 273, 0, 1, 388]'
batch_size: 59