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1. TopographicVAE TopographicVAE Public

   Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"

   Python 77 16

2. SelfNormalizingFlows SelfNormalizingFlows Public

   Python 67 8

3. NeuralWaveMachines NeuralWaveMachines Public

   Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"

   Python 69 2

4. CategorySelectiveTVAE CategorySelectiveTVAE Public

   Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders

   Python 5 1

5. fast_weights fast_weights Public

   Fast-Weights applied to NLP tasks

   Python 1

6. Wave_RNNs Wave_RNNs Public

   Official implementation of "Traveling Waves Encode the Recent Past and Enhance Sequence Learning" (ICLR 2024)

   Python 10 2