woodman718 Goto Github PK

awesome_dnn_researchers

We will introduce the researchers who made great contributions to DNNs in the projects.

capsnet-tensorflow

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

capsnet-visualization

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

capsnets

A Stable and Reliable Capsules Network for Image classification

convnext

Code release for ConvNeXt model

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cvpr2022-paper-code-interpretation

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

danishfungidataset

dcanet

Deep Connected Attention Networks

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

efficient-capsnet

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

experiments

Codebase for reproducible benchmark experiments using MedMNIST v2

fixcaps

FixCaps: An Improved Capsules Network for Diagnosis of Skin Cancer，DOI: 10.1109/ACCESS.2022.3181225

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

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.

heinsen_routing

Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.

learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

lhy_dl_hw

machine-learning-homework

Matlab Coding homework for Machine Learning

machinelearningnotes

My personal notes

matrix-capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

medmnist

MedMNIST v2 + [ISBI'21] MedMNIST v1: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification

ml-cvnets

CVNets: A library for training computer vision networks

mlofandrew-ng

吴恩达机器学习课程的讲义，欢迎大家一起学习

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models

Models and examples built with TensorFlow