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Bruce Mareri's Projects

artificial-intelligence-deep-learning-machine-learning-tutorials icon 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 Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

bargraph icon bargraph

Clustered/Stacked Filled Bar Graph Generator

capsgan icon capsgan

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

capsnet icon capsnet

Tensorflow implementation of capsule network (CapsNet) for traffic prediction.

capsnet-2 icon capsnet-2

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet-3 icon capsnet-3

CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.

capsnet-collections icon capsnet-collections

A collection of CapsNet implementations (Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017 )

capsnet-keras icon capsnet-keras

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

capsnet-nlstm-its icon capsnet-nlstm-its

A framework for network-level traffic forecasting is also proposed by sequentially connecting CapsNet and NLSTM

capsnet-python-tensorflow icon capsnet-python-tensorflow

This is python TensorFlow implementation of [Dynamic Routing Between Capsules](https://arxiv.org/pdf/1710.09829.pdf) (仅供交流学习使用)

capsnet-pytorch icon capsnet-pytorch

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

capsnet-tensorflow icon capsnet-tensorflow

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

capsnet-tensorflow-jupyter icon capsnet-tensorflow-jupyter

A simple tensorflow implementation of CapsNet (by Dr. G. Hinton), based on my understanding. This repository is built with an aim to simplify the concept, implement and understand it.

capsnets icon capsnets

Study materials and PyTorch implementation of Hinton's Capsule Network(s)

capsule-gan icon capsule-gan

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

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