# Tutorials

Seven notebooks, each building on the last: write and run a kernel, pick the
right plane type, write a kernel that stops itself, take gradients
backward and forward, read/scatter/reduce across a batch, and differentiate
through branches and stops.

```{toctree}
:maxdepth: 1

tutorials/01_your_first_kernel
tutorials/02_arguments_and_shapes
tutorials/03_stop_when_youre_done
tutorials/04_gradients_backward
tutorials/05_gradients_forward
tutorials/06_lookups_scatters_and_sums
tutorials/07_gradients_through_branches_and_stops
```

Next: [Vocabulary](vocabulary) — declare a kernel's own vocabulary once and
reuse it across a whole family of models.