autogen/website/docs/Installation.md

• Installation
• • Optional Dependencies
  • • Notebook
    • Extra learners
    • Distributed tuning
    • Test and Benchmark

Installation

FLAML requires Python version >= 3.7. 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]

• natural language processing: transformers

pip install flaml[nlp]

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]