This dashboard shows one forward sweep over the whole sequence, then one reverse-time BPTT sweep, and updates
W_x, W_h, and b
once per sequence. The target y_t is a fixed teaching label for each time step,
not a model output; the dashboard trains the scalar prediction ŷ_t = h_t to match it.