shinnar

test suite for hyperparameter optimizers

1

There is an existing ad-hoc set of tests for our our optimizers. We should factor out a standard set of tests that are generic over the choice of optimizer, that...

as per sklearn, they should be prefixed with the operator they are for: Parameters passed to the fit method of each step, where each parameter name is prefixed such that...

All operators should support export_to_sklearn_pipeline

1

currently, only pipelines (BasePipeline and its children) implement this. It should be implemented for all Operators

This would give us qcert-runtime, and qcert (which could depend on qcert-runtime). This would allow projects to use qcert-runtime as a dependency, and qcert as a dev-dependency, for example.

Javascript backend does not avoid keywords correctly

2

It prefixes all variables emmitted with "v", but the avoidance code does not account for this. As a result, "this", for example, is suffixed to avoid a conflict (needlessly, since...

Currently, the ocaml based native qcert binary has a CLI, but the generated javascript version used in the npm package does not. We should be able to reuse most/all of...

Speculative optimizations (due to, e.g. iter_cost) may be logged even though they are rejected.

Signed-off-by: Avi Shinnar

Add 3.10 to the master text matrix. Change PR default python version to 3.9