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Alvaro Fernandez Malagon
Alvaro Fernandez Malagon

Reputation: 11

How to fix the xgboost import error in MacOs?

I had the xgboost library installed on my mac, but suddenly I get the python error: ModuleNotFoundError: No module named 'xgboost'

That's what I executed:

However, I always get the following error:

enter image description here

Could you give me a hand?

Thank you very much

Upvotes: 0

Views: 2140

Answers (3)

Mahyar Zarifkar
Mahyar Zarifkar

Reputation: 196

Make sure you installed below packages on your mac:

brew install cmake
brew install gcc
brew install libomp
brew install openblas

Use below on Mac M1:

arch -arm64 brew install cmake
arch -arm64 brew install gcc
arch -arm64 brew install libomp
arch -arm64 brew install openblas

And also make sure you exported this before running pip install on your terminal:

export PKG_CONFIG_PATH="/opt/homebrew/opt/openblas/lib/pkgconfig"
pip install xgboost

Upvotes: 0

ananyamous
ananyamous

Reputation: 171

I wasn't able to get any version of XGBoost to work on my Mac even with the above, so I wanted to share that it works on an AWS EC2 Linux instance (https://aws.amazon.com/).

Upvotes: 0

Mahsa Hassankashi
Mahsa Hassankashi

Reputation: 2137

If you have package manager Anaconda use:

conda install -c conda-forge xgboost

Or:

$ brew install gcc@5
$ pip install xgboost

If it's already installed, try:

pip install --upgrade setuptools

Or:

python -m pip install --upgrade pip
pip install xgboost

Or:

If you were using pip, try to use pip3 or pip2

pip2 install xgboost
pip3 install xgboost

Here is your issue: https://github.com/dmlc/xgboost/issues/3194

Briefly: Download gboost from:

https://github.com/dmlc/xgboost/files/1851733/xgboost-0.7.post5.tar.gz

then run:

pip3 install xgboost-0.7.post5.tar.gz

Upvotes: 3

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