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aimclub / FEDOT

Automated modeling and machine learning framework FEDOT
https://fedot.readthedocs.io
BSD 3-Clause "New" or "Revised" License
627 stars 86 forks source link

Include Fedot to AutoMLBenchmark framework #158

Closed nicl-nno closed 1 year ago

nicl-nno commented 3 years ago

After the first release, the Fedot can be added to https://github.com/openml/automlbenchmark that allow to compare different ML and AutoML methods for classification problems.

The list of currently implemented AutoML solutions: https://github.com/openml/automlbenchmark/blob/master/resources/frameworks.yaml

The contribution guide: https://github.com/openml/automlbenchmark/blob/master/docs/extending.md

The short description of the framework can be added too (good for the popularization): https://github.com/openml/automlbenchmark/blob/master/docs/automl_overview.md

nicl-nno commented 3 years ago

How to install and run (my experience):

  1. Use Linux or WSL

python3 -m venv ./venv source venv/bin/activate

2.

pip3 install --upgrade pip==19.3.1 sudo apt install python3-dev sudo apt install libblas3 liblapack3 liblapack-dev libblas-dev

  1. pip3 install -r requirements.txt

  2. python3 runbenchmark.py RandomForest test

nicl-nno commented 3 years ago

Simple implementation in: https://github.com/nicl-nno/automlbenchmark

Deployed in 122.

nicl-nno commented 1 year ago

Готово, получается.