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vanderschaarlab / autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
https://www.autoprognosis.vanderschaar-lab.com/
Apache License 2.0
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RegressionStudy: study.run() gives no printout of progress #69

Open Padmapalita opened 1 year ago

Padmapalita commented 1 year ago

Description

The RegressionStudy gives no output as it is running (on the tutorial_04_regression.ipynb) The notebook takes around 30-40 minutes to run on an M1 Max chip, and some feedback that the process is running would be reassuring for less confident users.

RegressionStudy - no printout of progress

The RiskEstimationStudy and ClassiferStudy classes both give a good output of the steps being taken, with a final output on the best model. it would be good to replicate this.

ClassiferStudy - ideal printout of progress and results

Are you interested in working on this improvement yourself?

Additional Context

screenshots of the outputs of the ClassiferStudy attached to clarify what is helpful (running on colab). Screenshot of the RegressionStudy running locally with no output (and some warnings)

Thank you for your work.

Padmapalita commented 1 year ago

I can confirm that this issue occurs on colab and locally.