helpmaterial 1.0.0

AI Lab Prep terminal reference — like man pages for labs 8–14

helpmaterial

AI Lab Prep terminal reference guide — formatted like man pages for labs 8–14 (NumPy, Pandas, Scikit-learn, TensorFlow/Keras, CNN, K-Means, and more).

Install

pip install helpmaterial

Usage

import helpmaterial as hp

# Print full guide
print(hp.gethelp())

# Or pipe through a pager
# python -c "import helpmaterial as hp; print(hp.gethelp())" | less

What's inside

• Lab 8 — Data Preprocessing (pandas, sklearn)
• Lab 9 — Pandas & Scikit-learn ML
• Lab 10 — NumPy Arrays
• Lab 11 — Neural Networks (ANN, Dropout, K-Fold)
• Lab 12 — Convolutional Neural Networks
• Lab 13 — Clustering (K-Means, Elbow Method)
• Lab 14 — Visualization Reference (matplotlib, seaborn)
• Exam Focus — core function order, what to know
• Pattern Library — 10 complete, self-contained code templates
• All Functions Quick Reference — Pandas, NumPy, sklearn, Keras