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awesome-architecture-search

A curated list of awesome architecture search resources

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-nas

A curated list of neural architecture search (NAS) resources.

botanophobia2019haru

A beamer theme inherited from upb2018

capsnet-keras

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

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

darts

Differentiable architecture search for convolutional and recurrent networks

deep-learning

Deep Learning Application Examples

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

emanet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

free-programming-books

:books: Freely available programming books

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hierarchical-image-matting-model-for-blood-vessel-segmentation-in-fundus-images

This is a python implementation of Hierarchical Image Matting Model for Segmentation.

introduction-to-linear-algebra-5th-edition---ee16a

it-ebooks

iternet

IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.

latexbeamertemplateupb

This is a suggestion for using the Paderborn University corperated design in LaTeX-Beamer.

lwnet

State-of-the-art retinal vessel segmentation with minimalistic models

matrix-capsules-em-pytorch

A PyTorch Implementation of Matrix Capsules with EM Routing

matrix-capsules-em-tensorflow

A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing

matrix-capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

octaveunet

Applying Octave UNet for Retinal Vessel Segmentation.

plotneuralnet

Latex code for making neural networks diagrams