Experiments
Lab
Change a parameter, inspect the numbers, then connect the picture back to the mathematics.
Nonlinear harmonic folding
Compare direct cubic sampling with an ideal band-limited reference.
Rotary position explorer
Move query and key positions and inspect their dot product.
FFT traffic calculator
Compare stage-by-stage transfers with an ideal I/O floor.
Rotating state memory
Inspect how decay and rotation shape an impulse response.
Fourier composer
Build tones and inspect their discrete spectrum.
Aliasing explorer
Fold a source frequency around the Nyquist boundary.
Sliding convolution
Inspect each multiply–accumulate in a filter.
Position encoding matrix
Explore frequency bands across position and dimension.
STFT shape calculator
Follow framing choices into tensor shapes and data volume.