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[dask] Early stopping#3952

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ffineis wants to merge 35 commits intomicrosoft:mastermicrosoft/LightGBM:masterfrom ffineis:dask/early_stoppingffineis/LightGBM:dask/early_stoppingCopy head branch name to clipboard

+640-26

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Commits on Feb 9, 2021

• es WiP, need to add eval_sample_weight and eval_group

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  08430cb

Commits on Feb 11, 2021

• add weight, group to dask es. WiP.

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  2b75814

Commits on Feb 13, 2021

• dask es reorg

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  77766e9

Commits on Feb 16, 2021

• Update python-package/lightgbm/dask.py

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  86341fc

• Update tests/python_package_test/test_dask.py

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  8d82646

• Update python-package/lightgbm/dask.py

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• Update tests/python_package_test/test_dask.py

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  69b45dd

• Update tests/python_package_test/test_dask.py

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  ee5f157

• Update python-package/lightgbm/dask.py

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  c96be2f

• Update python-package/lightgbm/dask.py

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• Update python-package/lightgbm/dask.py

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• Update python-package/lightgbm/dask.py

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  c0d8ae6

• Update tests/python_package_test/test_dask.py

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  jameslamb

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  5d19b50

• Update tests/python_package_test/test_dask.py

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  jameslamb

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  4421736

• Update python-package/lightgbm/dask.py

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• Update python-package/lightgbm/dask.py

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• Update python-package/lightgbm/dask.py

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• applying changes to eval_set PR WiP

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  7099204

Commits on Feb 17, 2021

• dask support for eval_names, eval_metric, eval_stopping_rounds

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  18cd42c

Commits on Feb 18, 2021

• add evals_result checks and other eval_set attribute-related test checks. need to merge master - WiP

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  1335591

Commits on Feb 19, 2021

• resolve conflix

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  c67cae5

• fix lint errors in test_dask.py

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  609d8a0

• drop group_shape from _lgbmmodel_doc_fit.format for non-rankers, add support for eval_at for dask ranker

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  0102bc7

• add eval_at to test_dask eval_set ranker tests

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  b03715a

• add back group_shape to lgbmmmodel docs, tighten tests

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  dfb3c72

Commits on Feb 20, 2021

• drop random eval weights from early stopping, probably causing training to terminate too early

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  82cf159

• add eval data templates to sklearn fit docs, add eval data docs to dask

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  8341074

• add n_features to _create_data, eval_set tests stop w/ desirable tree counts

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  d232b0b

• import alphabetically

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  e56251d

Commits on Feb 23, 2021

• resolve merge conflix

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  10f6e58

Commits on Feb 24, 2021

• fix conflix from 3994

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  96fe750

• add back get_worker for eval_set error handling

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  b9cc723

• test_dask argmin typo

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  f593fd5

Commits on Feb 25, 2021

• push forgotten eval_names bugfix

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  1548559

Commits on Feb 26, 2021

• eval_stopping_rounds -> early_stopping_rounds, fix failing non-es test

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  22f1ba4