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- 09 Oct, 2021 1 commit
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Nikita Titov authored
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- 07 Oct, 2021 1 commit
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strobel authored
Co-authored-by:
strobel <thaddaeus.strobel@ai4bd.com> Co-authored-by:
Nikita Titov <nekit94-12@hotmail.com>
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- 05 Oct, 2021 2 commits
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Nikita Titov authored
[python][sklearn] add `__sklearn_is_fitted__()` method to be better compatible with scikit-learn API (#4636)
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Nikita Titov authored
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- 25 Sep, 2021 1 commit
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Nikita Titov authored
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- 23 Sep, 2021 1 commit
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Nikita Titov authored
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- 20 Sep, 2021 1 commit
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Nikita Titov authored
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- 17 Sep, 2021 1 commit
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José Morales authored
[python-package] Support 2d collections as input for `init_score` in multiclass classification task (#4150) * initial implementation of init_score for multiclass classification * check for 1d or 2d collection in init_score * remove dataset import * initial comments * update dask test and docstrings * update docstrings * move logic to set_field. reshape back on get_field * add type hints and update docstrings for dask. fix Dataset.set_field * revert wrong docstrings and type hints * add extra comma for consistency * prefix private functions with underscore add type hints to new functions make commas consistent in dask and basic * add missing spaces after type hint * remove shape condition for dataframe in is_2d_collection Co-authored-by:
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- 15 Sep, 2021 1 commit
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Nikita Titov authored
* Update __init__.py * Update Python-API.rst * Update engine.py * Update test_utilities.py * Update sklearn.py * Update callback.py * Update callback.py * Update callback.py
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- 12 Sep, 2021 1 commit
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Nikita Titov authored
* deprecate advanced args of `train()` and `cv()` * update Dask test * improve deducing * address review comments
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- 10 Sep, 2021 1 commit
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Nikita Titov authored
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- 04 Sep, 2021 1 commit
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Nikita Titov authored
* deprecate `silent` and standalone `verbose` args. Prefer global `verbose` param * simplify code * Rephrase warning messages
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- 01 Sep, 2021 1 commit
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Nikita Titov authored
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- 30 Aug, 2021 1 commit
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Nikita Titov authored
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- 29 Aug, 2021 1 commit
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Nikita Titov authored
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- 28 Aug, 2021 1 commit
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Nikita Titov authored
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- 27 Aug, 2021 3 commits
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Nikita Titov authored
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Nikita Titov authored
* Reffer to string type as `str` and and commas in `list of ...` types * update `libpath.py` too
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Nikita Titov authored
* Update callback.py * Update engine.py
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- 25 Aug, 2021 2 commits
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James Lamb authored
* [python] add type hints on train() in engine.py * revert dask.py and sklearn.py changes * Apply suggestions from code review Co-authored-by:
Nikita Titov <nekit94-08@mail.ru> * update docs on evals_result contents * Update python-package/lightgbm/engine.py Co-authored-by:
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James Lamb authored
[docs] Clarify the fact that predict() on a file does not support saved Datasets (fixes #4034) (#4545) * documentation changes * add list of supported formats to error message * add unit tests * Apply suggestions from code review Co-authored-by:
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- 23 Aug, 2021 1 commit
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Xavier Dupré authored
* add parameter object_hook to function dump_model (python API) * eol * fix syntax * lint * better documentation * Update python-package/lightgbm/basic.py Co-authored-by:
xavier dupré <xavier.dupre@gmail.com> Co-authored-by:
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- 19 Aug, 2021 1 commit
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James Lamb authored
* [python] add type hints to logging functions in basic.py * add hints on wrapper
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- 03 Aug, 2021 2 commits
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José Morales authored
* find all needed ports in each worker at once * lint * better naming * use _HostWorkers in test
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Chen Yufei authored
* Update c_api LGBM_SampleIndices() comment. rand.Sample() now returns exactly given number of samples, thus the comment should be fixed. * Update include/LightGBM/c_api.h Co-authored-by:
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- 31 Jul, 2021 1 commit
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Nikita Titov authored
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- 30 Jul, 2021 1 commit
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Chen Yufei authored
* [python] support Dataset.get_data for Sequence input. * Tweaks according to review comments. * Apply suggestions from code review Co-authored-by:
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- 10 Jul, 2021 1 commit
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Nikita Titov authored
* use absolute() on paths first * migrate to pathlib in setup.py
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- 08 Jul, 2021 1 commit
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José Morales authored
* call predict on one row of data to determine output shape * make DaskLGBMRanker predict method equal to the others * remove extra drop_axis
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- 07 Jul, 2021 2 commits
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Nikita Titov authored
* allow to pass some params as pathlib.Path objects * fix lint * improve indentation
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James Lamb authored
[dask] Make output of feature contribution predictions for sparse matrices match those from sklearn estimators (fixes #3881) (#4378) * test_classifier working * adding tests * docs * tests * revert unnecessary changes in tests * test output type * linting * linting * use from_delayed() instead * docstring pycodestyle is happy with * isort * put pytest skips back * respect sparse return type * fix doc * remove unnecessary dask_array_concatenate() * Apply suggestions from code review Co-authored-by:
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- 05 Jul, 2021 2 commits
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Nikita Titov authored
* Update test_sklearn.py * Update test_basic.py * Update dask.py * Update basic.py * Update basic.py * Update basic.py * Update basic.py * Update callback.py
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Nikita Titov authored
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- 02 Jul, 2021 1 commit
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Chen Yufei authored
* [python-package] create Dataset from sampled data. * [python-package] create Dataset from List[Sequence]. 1. Use random access for data sampling 2. Support read data from multiple input files 3. Read data in batch so no need to hold all data in memory * [python-package] example: create Dataset from multiple HDF5 file. * fix: revert is_class implementation for seq * fix: unwanted memory view reference for seq * fix: seq is_class accepts sklearn matrices * fix: requirements for example * fix: pycode * feat: print static code linting stage * fix: linting: avoid shell str regex conversion * code style: doc style * code style: isort * fix ci dependency: h5py on windows * [py] remove rm files in test seq https://github.com/microsoft/LightGBM/pull/4089#discussion_r612929623 * docs(python): init_from_sample summary https://github.com/microsoft/LightGBM/pull/4089#discussion_r612903389 * remove dataset dump sample data debugging code. * remove typo fix. Create separate PR for this. * fix typo in src/c_api.cpp Co-authored-by:
James Lamb <jaylamb20@gmail.com> * style(linting): py3 type hint for seq * test(basic): os.path style path handling * Revert "feat: print static code linting stage" This reverts commit 10bd79f7f8258bea8e61c3abb8c9c7e4456a916d. * feat(python): sequence on validation set * minor(python): comment * minor(python): test option hint * style(python): fix code linting * style(python): add pydoc for ref_dataset * doc(python): sequence Co-authored-by:
shiyu1994 <shiyu_k1994@qq.com> * revert(python): sequence class abc * chore(python): remove rm_files * Remove useless static_assert. * refactor: test_basic test for sequence. * fix lint complaint. * remove dataset._dump_text in sequence test. * Fix reverting typo fix. * Apply suggestions from code review Co-authored-by:
Willian Zhang <willian@willian.email> Co-authored-by:
Willian Z <Willian@Willian-Zhang.com> Co-authored-by:
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- 01 Jul, 2021 1 commit
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Sean Takafuji authored
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- 28 Jun, 2021 2 commits
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James Lamb authored
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Frank Fineis authored
* es WiP, need to add eval_sample_weight and eval_group * add weight, group to dask es. WiP. * dask es reorg * Update python-package/lightgbm/dask.py _train_part model.fit args to lines Co-authored-by:
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- 27 Jun, 2021 2 commits
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Weston King-Leatham authored
* Change to f-strings in test_plotting.py * Implemented type hinting in python-package/lightgbm/plotting.py * Apply suggestions from code review Co-authored-by:
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Nikita Titov authored
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- 26 Jun, 2021 1 commit
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James Lamb authored
* [dask] pass predict() kwargs through when input is a Dask Array * add tests * Apply suggestions from code review Co-authored-by:
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