Xavier Bouthillier comments

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                                            Xavier Bouthillier

Create variants of the algo test suite adapted for multi-fidelity or sequential algorithms.

Make sure to include tests on proper error messages if fidelity dimension is not included.

Suggested improvements to the `Trial` class

I agree that would be much simpler. The `Params` object was a sql-like way of representing the data in the database which never proved useful and will probably never will....

Keep same extension when created tmp config file

Must adapt doc after merging #957

Serialization issue with PickledDB

@notoraptor Do you remember if Oríon was installed in editable mode?

Some tests in testing.algo have missing asserts

https://github.com/Epistimio/orion/blob/develop/src/orion/testing/algo.py#L405 https://github.com/Epistimio/orion/blob/develop/src/orion/testing/algo.py#L421

Support maximizing objective in `workon`, `report_objective`, etc.

Yeah our position was that we were making an MVP and max/min was quite easy for the users to handle so no need to include in Oríon. I think Oríon...

Getting an AttributeError: 'dict' object has no attribute 'cardinality'

For reference, commandline call is ```bash orion hunt -c orion_bayesian_config.yaml \ python 3 test_orion_2.py Breakout 4 "/some/path" "/some/other/path.yml" \ --learning_rate~'loguniform(1e-6, 1e-3)' --alpha~'loguniform(0.94, 0.96)' ``` Next time if you can copy...

Xavier Bouthillier