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Materials for the Introduction to Machine Learning workshop at the Rotman Research Institute at Baycrest.

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Materials for the Introduction to Machine Learning Workshop

The Jupyter notebooks and other workshop materials have now been uploaded.

The notebook files are:

  • rriML_sklearn.ipynb
  • rriML_nilearn_neuropredict.ipynb

You have two options for running the Jupyter notebooks. Running the notebooks on Google Colab (i.e. Option 1) is easier, but will require an internet connection. The internet connection should be okay in Loftus Hall, but just in case, I would recommend downloading the software locally (i.e. Option 2) if you can.

Please contact me if you have any questions!

OPTION 1: run on Google Colab

All you need is a Google account and Google Chrome.
See the FAQ if you would like to learn more about Google Colab: https://research.google.com/colaboratory/faq.html
(According to the FAQ, the desktop version of Firefox should also work.)

OPTION 2: run locally

Miniconda: download and install from https://conda.io/miniconda.html (choose the Python 3.6 version)

Open Anaconda Prompt (Windows) or Terminal (Mac) and run the following:

conda create -n rriML python=3

conda activate rriML (if that doesn't work, try source activate rriML)

conda install git

conda install jupyter

cd ~

git clone https://www.github.com/amandakeasson/RRI_ML_workshop

cd RRI_ML_workshop

pip install -r requirements.txt

python download_nilearn_data.py

On May 9th after 4pm, run the following to download additional materials that have been posted:

cd ~/RRI_ML_workshop

git pull

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