LANs for full DDM
@AlexanderFengler is already working on this.
Since Feb 16, 2024.
- Dominant language
- Python
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Description
It seems like there is currently no LAN for the full DDM on hugging face. When trying to run this model, I get the error below. It might be just the wrong URL call, but I also don't see any onx file on hugging face that looks like the full DDM (https://huggingface.co/franklab/HSSM/tree/main). Training this LAN would be great so that we can use gradients and don't have to rely on the slice sampler using blackbox likelihood.
FYI, I had to add loglik and backend to the model, I was getting errors pointing in that direction otherwise.
# Load a package-supplied dataset
cav_data = hssm.load_data("cavanagh_theta")
model_safe = hssm.HSSM(
data=cav_data,
hierarchical=True,
prior_settings="safe",
model="full_ddm",
loglik_kind="approx_differentiable",
loglik = "approx_differentiable",
model_config = {"backend":"jax"}
)
model_safe.sample()
HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/franklab/HSSM/resolve/main/approx_differentiable
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