[docs] Add FLAML for efficient hyperparameter optimization #4013
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qingyun-wu
requested review from
guolinke,
jameslamb,
Laurae2 and
StrikerRUS
as code owners
jameslamb
requested changes
Feb 23, 2021
README.md
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| @@ -42,7 +42,7 @@ Next you may want to read: | |||
| - [**Parameters**](https://github.com/microsoft/LightGBM/blob/master/docs/Parameters.rst) is an exhaustive list of customization you can make. | |||
| - [**Distributed Learning**](https://github.com/microsoft/LightGBM/blob/master/docs/Parallel-Learning-Guide.rst) and [**GPU Learning**](https://github.com/microsoft/LightGBM/blob/master/docs/GPU-Tutorial.rst) can speed up computation. | |||
| - [**Laurae++ interactive documentation**](https://sites.google.com/view/lauraepp/parameters) is a detailed guide for hyperparameters. | |||
| - [**Optuna Hyperparameter Tuner**](https://medium.com/optuna/lightgbm-tuner-new-optuna-integration-for-hyperparameter-optimization-8b7095e99258) provides automated tuning for LightGBM hyperparameters ([code examples](https://github.com/optuna/optuna/blob/master/examples/)). | |||
| - [**Optuna Hyperparameter Tuner**](https://medium.com/optuna/lightgbm-tuner-new-optuna-integration-for-hyperparameter-optimization-8b7095e99258) ([code examples](https://github.com/optuna/optuna/blob/master/examples/)) and [**FLAML**](https://www.microsoft.com/en-us/research/project/fast-and-lightweight-automl-for-large-scale-data/articles/flaml-a-fast-and-lightweight-automl-library/) ([code examples](https://github.com/microsoft/FLAML/blob/main/notebook/flaml_lightgbm.ipynb)) provide automated tuning for LightGBM hyperparameters. | |||
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could you please put FLAML on its own line here?
docs/Parameters-Tuning.rst
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| @@ -7,7 +7,7 @@ This page contains parameters tuning guides for different scenarios. | |||
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| - `Parameters <./Parameters.rst>`__ | |||
| - `Python API <./Python-API.rst>`__ | |||
| - `Optuna`_ for automated hyperparameter tuning | |||
| - `Optuna`_ and `FLAML <https://github.com/microsoft/FLAML>`__ for automated hyperparameter tuning | |||
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could you please put FLAML on its own line here?
StrikerRUS
requested changes
Feb 23, 2021
StrikerRUS
approved these changes
Feb 23, 2021
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
StrikerRUS
changed the title
jameslamb
approved these changes
Feb 24, 2021
|
This pull request has been automatically locked since there has not been any recent activity since it was closed. To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues including a reference to this. |
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