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efd85b4c86
A new documentation website. And: * add actions for doc * update docstr * installation instructions for doc dev * unify README and Getting Started * rename notebook * doc about best_model_for_estimator #340 * docstr for keep_search_state #340 * DNN Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu> Co-authored-by: Z.sk <shaokunzhang@psu.edu>
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Installation
FLAML requires Python version >= 3.6. It can be installed from pip:
pip install flaml
or conda:
conda install flaml -c conda-forge
FLAML has a .NET implementation as well from ML.NET Model Builder in Visual Studio 2022.
Optional Dependencies
Notebook
To run the notebook examples, install flaml with the [notebook] option:
pip install flaml[notebook]
Extra learners
- catboost
pip install flaml[catboost]
- vowpal wabbit
pip install flaml[vw]
- time series forecaster: prophet, statsmodels
pip install flaml[forecast]
Distributed tuning
- ray
pip install flaml[ray]
- nni
pip install flaml[nni]
- blendsearch
pip install flaml[blendsearch]
Test and Benchmark
- test
pip install flaml[test]
- benchmark
pip install flaml[benchmark]