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algorithm

Some classic algorithmic topics

attendence-managment-app

This application is to manage the Attendence of the students. In this application student can add their subject and mark their attendence Daily. They can calculate how muh classes they need to attend more to qualify for their Academic Attendence Creieriaa.

braintumorretrieval

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

condensenet

CondenseNet: Light weighted CNN for mobile devices

crowdlayer

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

cub2011_dataset

PyTorch dataset for CUB-200-2011

deeplearning_demo

深度学习入门的一些简单例子

det_eval

Python version of det eval for text detection evaluation.

east

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

hub

A library for transfer learning by reusing parts of TensorFlow models.

inception-score-pytorch

Inception Score for GANs in Pytorch

inception_score_pytorch

july30

learnandroid

学习代码

learningtocompare-pytorch

Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machinelearning_python

机器学习算法python实现

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

ml-python-examples

Machine Learning学习案例

practice-of-machine-learning

code of scattered practices when studying "machine-learning".

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-dpns

Pytorch Imprementation of Dual Path Networks

pytorch-gan

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

pytorch-grad-cam

PyTorch implementation of Grad-CAM