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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-interview

Collection of awesome interview references.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-zero-shot-learning

A paper collection of brand-new ZSL methods, according to different algorithm.

awesome-zero-shot-learning-1

A curated list of papers, code and resources pertaining to zero shot learning

caffe

Caffe: a fast open framework for deep learning.

chexpert-challenge

Code for CheXpert Challenge 2019 Top 1 && Top 2 solution

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

cv-news

Summarize the paper and code in Semantation(Semantic Segmentation,2D Medical Segmentation,3D Medical Segmentation,Instance Segmentation,Panoptic Segmentation)

deeplearningsandbox

Blog related code for

dqnflappybird

以plappy bird小游戏为例子，使用强化学习训练AI。使用了DQN/DoubleDQN/DuelingDQN/PrioritizedReplyDQN/PolicyGradient/ActorCritic等等

dsr

gan_breast_mammography_segmentation

SegNet-cGAN and UNET-cGAN for Breast Mammography Segmentation

geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

human-activity-recognition

Human Activity Recognition using ML on UCI HAR dataset

keras-gan

Keras implementations of Generative Adversarial Networks.

machinelearninginaction

nnunet

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

pa_twc

paopao

person-reid_gan

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

pspnet-keras-tensorflow

TensorFlow implementation of original paper : https://github.com/hszhao/PSPNet

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

rgclstm

reduced-gate convolutional LSTM model. This model is applied on PredNet which implemented by Lotter 2016.

segan

SegAN: Semantic Segmentation with Adversarial Learning

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

semseg

常用的语义分割架构结构综述以及代码复现

sf-deep-rl

Project on Successor Features in Deep Reinforcement Learning and Transfer Learning

tensorflow

An Open Source Machine Learning Framework for Everyone