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april-tools / cirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks
https://cirkit-docs.readthedocs.io/en/latest/
GNU General Public License v3.0
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clt utils available #282

Closed gengala closed 1 week ago

gengala commented 1 week ago

possible use case:

import torch
num_categories = 5
training_data = torch.randint(5, (1000, 50))
region_graph = learn_clt(training_data, 'categorical', as_region_graph=True)

then build a tensorized architecture using from_region_graph API.

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