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

Star4k

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.

python aws machine-learning lua deep-learning neural-network tensorflow scikit-learn keras ipython-notebook torch pandas pytorch kaggle artificial-intelligence matplotlib tensorflow-tutorials convolutional-neural-networks python-data capsule-network

UpdatedMar 19, 2025
Python

naturomics /CapsNet-Tensorflow

Star3.8k

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

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

UpdatedDec 22, 2018
Python

XifengGuo /CapsNet-Keras

Star2.5k

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

UpdatedMay 19, 2020
Python

alibaba /EasyRec

Star2.3k

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

UpdatedDec 19, 2025
Python

benedekrozemberczki /CapsGNN

Sponsor

Star1.3k

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

UpdatedMar 18, 2023
Python

sekwiatkowski /awesome-capsule-networks

Star975

A curated list of awesome resources related to capsule networks

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

UpdatedFeb 24, 2020

higgsfield /Capsule-Network-Tutorial

Star769

Pytorch easy-to-follow Capsule Network tutorial

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

UpdatedOct 4, 2019
Jupyter Notebook

bourdakos1 /CapsNet-Visualization

Star395

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

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

UpdatedOct 5, 2021
Python

cezannec /capsule_net_pytorch

Star374

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

pytorch pytorch-tutorial capsule-network

UpdatedMay 16, 2020
Jupyter Notebook

naturomics /CapsLayer

Star360

CapsLayer: An advanced library for capsule theory

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

UpdatedJan 21, 2022
Python

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

Star357

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

tensorflow word-embeddings gru autoencoder gans doc2vec skip-thoughts adagrad cyclegan deep-learning-mathematics capsule-network few-shot-learning quick-thought deep-learning-scratch nadam deep-learning-math lstm-math cnn-math rnn-derivation contractive-autonencoders

UpdatedOct 2, 2020
Jupyter Notebook

ZixuanKe /PyContinual

Star324

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

UpdatedJan 29, 2024
Python

EscVM /Efficient-CapsNet

Star274

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

computer-vision deep-learning tensorflow capsule-network

UpdatedJan 10, 2026
Python

thibo73800 /capsnet-traffic-sign-classifier

Star178

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

UpdatedMar 5, 2018
Jupyter Notebook

jsikyoon /adv_attack_capsnet

Star173

Tensorflow Implementation of Adversarial Attack to Capsule Networks

tensorflow adversarial-example fgsm capsule-network

UpdatedNov 9, 2017
Python

glassroom /heinsen_routing

Star171

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