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Add synthetic test data integration test utils, and use them for loss value decrease tests. #2789

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merged 3 commits into from
Nov 23, 2022

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justinxzhao
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"""Utilities for producing synthetic test data that is convergence-friendly."""

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Should we move this into integration_tests/utils.py?. Alternatively, we can rename this to util_synthetic_test_data.py. I'm personally in favor of the former

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Since this is a self-encapsulated set of library functions, I'd actually prefer to keep it in a separate file, also since integration_tests/utils.py is already quite large.

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Left some minor comments, looks good otherwise!

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github-actions bot commented Nov 23, 2022

Unit Test Results

         6 files  ±  0           6 suites  ±0   3h 16m 31s ⏱️ - 32m 11s
  3 529 tests ±  0    3 454 ✔️ ±  0    75 💤 ±  0  0 ±0 
10 587 runs  +61  10 344 ✔️ +48  243 💤 +13  0 ±0 

Results for commit 8b65346. ± Comparison against base commit 17e59f0.

♻️ This comment has been updated with latest results.

@justinxzhao justinxzhao merged commit cd6551d into master Nov 23, 2022
@justinxzhao justinxzhao deleted the synthetic_data_for_gbm_tests branch November 23, 2022 23:01
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2 participants