Opportunities and Challenges for Online Deep Learning

This repository contains the code to follow along with the hands-on-tutorial on opportunities and challenges for online deep learning, held at ECML PKDD 2023.

To run the provided code, we suggest creating a new Python environment using e.g. Anaconda or venv.

Setup

To set up your environment, first navigate to the demo's directory in your terminal.

Anaconda

1. When using Anaconda run

    conda env create --file env.yml
   

2. Once the installation has finished activate your environment with

    conda activate deep-river-demo
   

Venv

1. When using venv run

    python3 -m venv deep-river-demo
   

2. Activate the enviroment on Mac/Linux using

    source deep-river-demo/bin/activate
   

   or on Windows using

    deep-river-demo/Scripts/activate
   

3. Install the requirements by running

    pip install -r requirements.txt
   

Running the Code

Open the first Jupyter Notebook file using

jupyter lab notebooks/overview.ipynb

and follow along the tutorial by clicking the highlighted links in the outline!