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Improve Integration Tests #311

@LarsKue

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@LarsKue

Our integration tests have so far only been running on Two Moons, which is a niche scenario with no summary network. Ideally, we should have an array of scenarios that we can run integration tests on, in an efficient manner. This would include, for example:

  • A scenario with and without a summary network
  • Different data shapes
  • Online and offline training, as well as training in rounds
  • All different kinds of approximator tasks, e.g. Model Comparison, Point Estimation, ...
  • Varying sets of metrics and networks
  • Running our example Jupyter Notebooks

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unit testsA new set of tests needs to be added.

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