自动机器学习
            
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TPOT
在线安装
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conda install -c conda-forge tpot
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离线安装
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# install
tarj tpot-0.11.5.tar.gz
cd tpot-0.11.5/
pip install deap-1.3.1-cp38-cp38-manylinux2010_x86_64.whl
pip install update_checker-0.18.0-py3-none-any.whl
pip install stopit-1.1.2.tar.gz
pip install -e .
# test
from tpot import TPOTClassifier
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Ray-Tune
在线安装
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pip install -U "ray[data,train,tune,serve]"
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FLAML
在线安装
Optuna
在线安装
或,
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pip install colorlog
pip install optuna --no-deps
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离线安装
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pip install pbr-5.8.1-py2.py3-none-any.whl
pip install stevedore-3.5.0-py3-none-any.whl
pip install prettytable-3.2.0-py3-none-any.whl
pip install autopage-0.5.0-py3-none-any.whl
pip install pyperclip-1.8.2.tar.gz
pip install cmd2-2.4.0-py3-none-any.whl
pip install cliff-3.10.1-py3-none-any.whl
pip install colorlog-6.6.0-py2.py3-none-any.whl
pip install cmaes-0.8.2-py3-none-any.whl
pip install Mako-1.2.0-py3-none-any.whl
pip install alembic-1.7.7-py3-none-any.whl
pip install optuna-2.10.0-py3-none-any.whl
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MLJAR
在线安装
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pip install mljar-supervised
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PyCaret
在线安装