We share lightweight, hands-on resources (Jupyter/Pluto notebooks, tutorials, and code) so you can explore AI verification and validation topics directly in your browser via Google Colab.

Interactive Notebooks

ML Robustness for Demand Prediction

Demonstrates that some ML models are more robust than others — small input changes lead to small output changes. Compares classical models (via PyCaret) with FFNN, RNN, and LSTM (via PyTorch).

Robustness PyCaret PyTorch Time Series