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A PyTorch implementation of the paper "Classification-by-Components: Modeling Probabilistic Reasoning over a Set of Components"

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Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
torch_cbc		torch_cbc
.gitignore		.gitignore
README.md		README.md
cbc.gif		cbc.gif
cifar10.py		cifar10.py
mnist.py		mnist.py
mnist_cnn.pt		mnist_cnn.pt
requirements.txt		requirements.txt
utils.py		utils.py

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PyTorch CBC

A PyTorch implementation of the NeurIPS 2019 paper "Classification-by-Components: Modeling Probabilistic Reasoning over a Set of Components"

Google Colab demo:

Install requirements

pip install -r requirements.txt

To train MNIST

python mnist.py

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A PyTorch implementation of the paper "Classification-by-Components: Modeling Probabilistic Reasoning over a Set of Components"

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