diff --git a/_modules/neuralprocesses/architectures/convgnp.html b/_modules/neuralprocesses/architectures/convgnp.html
index a6bf39df..798f0b57 100644
--- a/_modules/neuralprocesses/architectures/convgnp.html
+++ b/_modules/neuralprocesses/architectures/convgnp.html
@@ -473,7 +473,7 @@
margin (float, optional): Margin of the internal discretisation. Defaults to
0.1.
likelihood (str, optional): Likelihood. Must be one of `"het"`, `"lowrank"`,
-
or `"spikes-beta"`. Defaults to `"lowrank"`.
+
`"spikes-beta"`, or `"bernoulli-gamma"`. Defaults to `"lowrank"`.
conv_arch (str, optional): Convolutional architecture to use. Must be one of
`"unet[-res][-sep]"` or `"conv[-res][-sep]"`. Defaults to `"unet"`.
unet_channels (tuple[int], optional): Channels of every layer of the UNet.
diff --git a/_modules/neuralprocesses/architectures/gnp.html b/_modules/neuralprocesses/architectures/gnp.html
index 376471e7..71d73d79 100644
--- a/_modules/neuralprocesses/architectures/gnp.html
+++ b/_modules/neuralprocesses/architectures/gnp.html
@@ -380,13 +380,13 @@
Source code for neuralprocesses.architectures.gnp
width (int, optional): Widths of all intermediate MLPs. Defaults to 512.
nonlinearity (Callable or str, optional): Nonlinearity. Can also be specified
as a string: `"ReLU"` or `"LeakyReLU"`. Defaults to ReLUs.
- likelihood (str, optional): Likelihood. Must be one of `"het"` or `"lowrank"`.
- Defaults to `"lowrank"`.
+ likelihood (str, optional): Likelihood. Must be one of `"het"`, `"lowrank"`,
+ `"spikes-beta"`, or `"bernoulli-gamma"`. Defaults to `"lowrank"`.
num_basis_functions (int, optional): Number of basis functions for the
low-rank likelihood. Defaults to 512.
dim_lv (int, optional): Dimensionality of the latent variable. Defaults to 0.
lv_likelihood (str, optional): Likelihood of the latent variable. Must be one of
- `"het"`, `"dense"`, or `"spikes-beta"`. Defaults to `"het"`.
+ `"het"` or `"dense"`. Defaults to `"het"`.
transform (str or tuple[float, float]): Bijection applied to the
output of the model. This can help deal with positive of bounded data.
Must be either `"positive"`, `"exp"`, `"softplus"`, or
diff --git a/architectures.html b/architectures.html
index fa8224b4..90269c85 100644
--- a/architectures.html
+++ b/architectures.html
@@ -419,13 +419,13 @@
List of Predefined Architectures