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Improve the `build` docstrings about lampe HOT 2 CLOSED

glouppe avatar glouppe commented on June 15, 2024
Improve the `build` docstrings

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Comments (2)

francois-rozet avatar francois-rozet commented on June 15, 2024

Would the following be enough?

build: The network constructor (e.g. :class:`lampe.nn.ResMLP`). It takes the
    number of input and output features as positional arguments.

For the embedding tutorial, the following paragraph explains why we need an embedding. Should we add something?

Because the observations are images, they cannot be fed directly to a NPE module, which only accepts vector-shaped observations. Instead, we rely on a convolutional neural network to extract a vector of informative features from the observation and feed this vector to the density estimator. In our case, the latter is a neural spline flow (NSF) with rational-quadratic splines borrowed from the zuko package.

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francois-rozet avatar francois-rozet commented on June 15, 2024

The constructor descriptions have been updated in 83fd155.

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