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capsule-network

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TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Updated Mar 19, 2025
Python

naturomics / CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

tensorflow routing-algorithm capsule dynamic-routing capsnet capsule-network

Updated Dec 22, 2018
Python

XifengGuo / CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

keras capsule dynamic-routing capsnet capsule-network capsnet-keras

Updated May 19, 2020
Python

alibaba / EasyRec

A framework for large scale recommendation algorithms.

recommender-system mind recommendation-algorithms online-learning wide-and-deep automl ctr-prediction multi-task-learning din dssm capsule-network deepfm autoint esmm pdn deepmatching dlrm transformers-models eges

Updated Apr 15, 2026
Python

benedekrozemberczki / CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

machine-learning research deep-learning tensorflow sklearn pytorch deepwalk convolution node2vec graph-classification capsule-network graph-attention-networks capsule-neural-networks graph-attention-model struc2vec graph-convolution gnn graph-neural-network capsgnn

Updated Mar 18, 2023
Python

sekwiatkowski / awesome-capsule-networks

A curated list of awesome resources related to capsule networks

computer-vision deep-learning neural-networks awesome-list capsule-network capsule-networks

Updated Feb 24, 2020

higgsfield / Capsule-Network-Tutorial

Pytorch easy-to-follow Capsule Network tutorial

clean-code pytorch easy-to-use pytorch-tutorials capsule-network

Updated Oct 4, 2019
Jupyter Notebook

bourdakos1 / CapsNet-Visualization

🎆 A visualization of the CapsNet layers to better understand how it works

visualization python machine-learning tutorial ai tensorflow hinton capsnet capsule-network

Updated Oct 5, 2021
Python

cezannec / capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

pytorch pytorch-tutorial capsule-network

Updated May 16, 2020
Jupyter Notebook

naturomics / CapsLayer

CapsLayer: An advanced library for capsule theory

tensorflow routing-algorithm capsnet capsule-network capslayer matrix-capsule em-routing

Updated Jan 21, 2022
Python

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Updated Oct 2, 2020
Jupyter Notebook

ZixuanKe / PyContinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

natural-language-processing text-classification transfer-learning attention-mechanism knowledge-transfer capsule-network continual-learning catastrophic-forgetting transformer-architecture

Updated Jan 29, 2024
Python

EscVM / Efficient-CapsNet

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

computer-vision deep-learning tensorflow capsule-network

Updated Jan 10, 2026
Python

thibo73800 / capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

deep-learning neural-network tensorflow convolutional-neural-networks capsnet capsule-network capsules-net

Updated Mar 5, 2018
Jupyter Notebook

jsikyoon / adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

tensorflow adversarial-example fgsm capsule-network

Updated Nov 9, 2017
Python

glassroom / heinsen_routing

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

Updated Apr 13, 2023
Python

cedrickchee / capsule-net-pytorch

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

pytorch neural-networks capsule hinton dynamic-routing capsnet capsule-network dynamic-routing-between-capsules

Updated Oct 28, 2019
Python

PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python

Hands-On Deep Learning Algorithms with Python, By Packt

python machine-learning deep-learning deep-learning-algorithms rnn-tensorflow cnn-architecture cycle-gan capsule-network few-shot-learning stack-gan tensorflow-2 nadam

Updated Jan 30, 2023
Jupyter Notebook

daiquocnguyen / CapsE

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

knowledge-graph knowledge-base knowledge-graph-completion link-prediction knowledge-base-completion knowledge-graph-embeddings capsule-network capsule-neural-networks knowledge-base-embeddings search-personalization

Updated Apr 14, 2021
Python

jinserk / pytorch-asr

ASR with PyTorch

Updated Mar 10, 2019
Python

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