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m1 에서 scikit learn 설치하는 법

데이터조이 2023. 4. 28. 17:30

https://stackoverflow.com/questions/68620927/installing-scipy-and-scikit-learn-on-apple-m1

 

Installing scipy and scikit-learn on apple m1

The installation on the m1 chip for the following packages: Numpy 1.21.1, pandas 1.3.0, torch 1.9.0 and a few other ones works fine for me. They also seem to work properly while testing them. However

stackoverflow.com

13


Finally managed to sort this using below steps:

install python 3.9 using brew
 (brew install python@3.9)
setup PATH to pick brew python3 first (export PATH=opt/homebrew/bin:$PATH)
Run below commands to install scipy and scikit-learn


    >> /opt/homebrew/bin/brew install openblas
    >> export OPENBLAS=$(/opt/homebrew/bin/brew --prefix openblas)
    >> export CFLAGS="-falign-functions=8 ${CFLAGS}"
    >> git clone https://github.com/scipy/scipy.git
    >> cd scipy
    >> git submodule update --init
    >> /opt/homebrew/bin/pip3 install .
    >> /opt/homebrew/bin/pip3 install scikit-learn

go to the folder where virtual env needs to be created and run python3 -m venv --system-site-packages .venv
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