pyhgf

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Add support for nonlinear value coupling

1

I tried to update the functions using non linear equations I don't know if I handled correctly the static arguments though...

KoraTMontemagno

add a sampling class to support prior and posterior predictive sampling with HGF CustomDist

3

LegrandNico

LegrandNico

The binary input node with finite precision was dropped some time ago when refactoring the update functions. Once #183 and #141 are merged, we should add it back.

LegrandNico

Add binding with a Rust implementation

1

This PR introduced the first re-implementation of the framework in Rust, focusing on generalized filtering for now.

LegrandNico

LegrandNico

Multiple HGFs + non-linear tutorial adjustment

1

Create example for multiple HGFs Adjust the ReLu tutorial

KoraTMontemagno

LegrandNico

In the case of missing observations, we need to check the consistency of the trajectories plotted by `pyhgf.plots.plot_trajectories`.

LegrandNico

add a prediction function and method to handle forward simulations

1

Now that #274 is merged, we need to implement the corresponding scan function so the main `Network` class can sample predictions when provided with time step sequences. The main call...

LegrandNico