Requirements file format

 For your machine learning project to predict Request Age using Streamlit, here’s a sample requirements.txt that includes all the essential libraries:

ini
# Streamlit and core libraries
streamlit==1.33.0
pandas==2.2.1
numpy==1.26.4
scikit-learn==1.4.2

# Encoders
category_encoders==2.6.3

# (Optional) For saving/loading model
joblib==1.4.0

# (Optional) If you're using matplotlib or seaborn for visualizations
matplotlib==3.8.4
seaborn==0.13.2

# For Python environment compatibility
python-dotenv==1.0.1

Notes:

• Make sure to include only those libraries you use in your code.

• If you use OneHotEncoder and TargetEncoder, scikit-learn and category_encoders are already included above.

• If you want to be exact, you can run this command after setting up your local environment: