Recommender Systems Tutorial Setup

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Recommender System with Metaflow

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Run on your own Infrastructure

To run this tutorial locally or with your own Metaflow deployment, you will need to clone the repository, and then install dependencies using an environment manager of your choice. In the repository you will find the necessary dependencies in a env.yml file for conda. You can install them by following these instructions.

1Clone the Repository

git clone https://github.com/outerbounds/tutorials.git

2Install Dependencies with Conda

To run the tutorial, you need to install the required dependencies via conda. We have included a conda environment in the env.yml file. You can install and activate the environment with this command:

We are using mamba instead of conda because it is significantly faster. However, you can use conda if you want to.

cd tutorials/recsys
conda install mamba -n base -c conda-forge
mamba env create -f env.yml
conda activate mf-tutorial-recsys

3Running the Tutorials

Please follow the instructions in each lesson for running either the associated Python script or Jupyter Notebook.