Tutorials

The tutorials form a progression from a two-dimensional basis calculation to a trained geometric model. Each document states its algebra, tensor contract, and expected result, so it can also be read independently.

1. First Clifford Product — embed basis vectors and inspect a geometric product.
2. Layouts and Planned Execution — replace canonical lanes with explicit compact contracts.
3. Learn a Geometric Transformation — train a bivector-parameterized action with PyTorch.
4. Train a Surface Projection — combine a rotor action, learned lane gates, robustness checks, and surface plots.

The Explanations cover the underlying design. The API Reference renders the public source docstrings.