CapsLayer: An advanced library for capsule theory
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Jan 21, 2022 - Python
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em-routing
Here are 8 public repositories matching this topic...
Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.
deep-learning
paper
pytorch
routing-algorithm
associative-memory
capsule-network
capsules
em-routing
vector-routing
dense-associative-memory
society-of-mind
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Apr 13, 2023 - Python
A PyTorch Implementation of Matrix Capsules with EM Routing
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Apr 1, 2020 - Python
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
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Feb 15, 2023 - Python
Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).
social-media
twitter
routing
transformers
disaster
classification
bert
capsule
disaster-management
em-routing
social-media-analysis
heinsen-routing
disaster-classification
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Mar 24, 2020 - Python
Deep Matrix Capsules Implementation
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Feb 3, 2023 - Jupyter Notebook
CapsNet implementations with PyTorch.
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Apr 1, 2019 - Python
The code implements Hinton's matrix capsule with em routing for Cifar-10 dataset
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Mar 3, 2019 - Python
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