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Update theory example
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francesco-innocenti committed Jul 5, 2024
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2 changes: 1 addition & 1 deletion jpc/_core/_energies.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ def pc_energy_fn(
given parameters $θ$, free activities $\mathbf{z}$, output
$\mathbf{z}_L = \mathbf{y}$ and optionally input $\mathbf{z}_0 = \mathbf{x}$.
The activity of each layer $\mathbf{z}_\ell$ is some function of the previous
layer, e.g. $\text{ReLU}(W_\ell \mathbf{z}_{\ell-1} + \mathbf{b}_\ell)$
layer, e.g. ReLU$(W_\ell \mathbf{z}_{\ell-1} + \mathbf{b}_\ell)$
for a fully connected layer with biases and ReLU as activation.
!!! note
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