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pythonjupyter-notebookpackageimblearn
Arturo Wallace
Arturo Wallace

Reputation: 1

Can't install imblearn to use SMOTE in my Mac

I have a Mac Book and I've been struggling to install imblearn. I tried running "conda install -c conda-forge imbalanced-learn" in the anaconda terminal but whenever I run my functions in my Jupyter notebook I get an error as if I never installed the package. This has happened with other packages before and I never figured out why this happens. Is there a different way of doing this with Macs?

Upvotes: 0

Views: 1114

Answers (1)

arilwan
arilwan

Reputation: 3993

I suggest you use virtual environment to isolate packages and avoid conflict. Then you can add a virtual environment to your jupyter notebook. Here's how:

Create a virtual env:

python3 -m venv your_env_name

Activate environment:

source your_evn_name/bin/activate

Install environment packages e.g.:

pip install -U imbalanced-learn

Install ipykernel:

pip install ipykernel

In the active environment, Install the new kernel

ipython kernel install --user --name=your_kernel_name

Then lunch jupyter notebook

jupyter notebook

Within notebooks, select the kernel you created (ie. your_kernel_name) to start a new notebook with your environment settings.

Upvotes: 0

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