pythonjupyter-notebookpytorchgaussian-processgpytorch

importing likelihoods fails

I am trying to get in touch with Gaussian Process Classification and try to reproduce the example from https://docs.gpytorch.ai/en/stable/examples/01_Exact_GPs/GP_Regression_on_Classification_Labels.html

Following their code, I want to import the Dirichlet Classification Likelihood by

from gpytorch.likelihoods import DirichletClassificationLikelihood

However, this seems not to work, and I get the Error:

ImportError: cannot import name 'DirichletClassificationLikelihood' 
from 'gpytorch.likelihoods' (/Library/Frameworks/Python.framework/Versions/3.8/
lib/python3.8/site-packages/gpytorch/likelihoods/__init__.py)

also other likelihoods as FixedNoiseGaussianLikelihood does not work.

I tried to reinstall GPyTorch in Conda, which did not help. but importing i.e GaussianLikelihood works without problems. Did somebody had similar problems, or knows how to solve this Error?

EDIT: It only does not work for Jupyter Notebook.

Best

Solution

  • Solved it.

    The paths of Jupyter Notebook did not include the new updated library. After updating paths to the wanted folder by

    import sys
sys.paths.append("....")

    it worked nice.

    Best