Technical requirements

To execute the code examples provided in this chapter on programmatic labeling techniques, ensure that you have the following technical prerequisites installed in your Python environment:

Python version

The examples in this chapter require Python version 3.7 or higher. You can check your Python version by running the following:

import sys
print(sys.version)

We recommend using the Jupyter Notebook integrated development environment (IDE) for an interactive and organized coding experience. If you don’t have it installed, you can install it using this line:

pip install jupyter

Launch Jupyter Notebook with the following command:

jupyter notebook

Library requirements

Ensure that the following Python packages are installed in your environment. You can install them using the following commands:

pip install snorkel
pip install scikit-learn
pip install Pillow
pip install tensorflow
pip install pandas
pip install numpy

Additionally,...