liyinggang (yoghurt-lee)

yoghurt-lee

Geek Repo

Company:tencent inc.

Location:shenzhen,guangdong

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liyinggang's repositories

HuaWeiCodeCraft2020

2020华为软挑初赛武长赛区第一,复赛武长赛区A榜第二解决方案

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URFC-top4

Baidu Big Data Contest 2019: Urban Region Function Classification, top4

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CCFBDCI2019_car_Top7

CCFBDCI 2019乘用车销量预测复赛B榜(7/2999)

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facial_keypoints_detection

利用卷积神经网络实现的人脸关键点检测算法,在kaggle上取得了3.06769的成绩

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2020CodeCraft

2020华为软挑初赛上合赛区第一,复赛总榜A榜第一解决方案

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pygame

软工作业写的pygame小游戏平台

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awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

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CodeCraft2020-1

2020华为软件精英挑战赛

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DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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Edge-Intelligence

随着移动云计算和边缘计算的快发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速神经网络的计算,例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂,并且可能导致模型精度的下降。在移动云计算或边缘计算中,任务卸载技术可以突破移动终端的资源限制,减轻移动设备的计算负载并提高任务处理效率。通过任务卸载技术优化深度神经网络成为边缘智能研究中的新方向。Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge这篇文章提出了协同推断的**,将深度神经网络进行分区,一部分层在移动端计算,而另一部分在云端计算。根据硬件平台、无线网络以及服务器负载等因素实现动态分区,降低时延以及能耗。本项目给出了边缘智能方面的相关论文,并且给出了一个Python语言实现的卷积神经网络协同推断实验平台。

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GraphEmbedding

Implementation and experiments of graph embedding algorithms.

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GraphNeuralNetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

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GZHU-Report-Latex-Version

我自己制作的广州大学Latex报告模板,有毕业设计,课程设计,毕业论文,等等🎈

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HAN

Heterogeneous Graph Neural Network

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hetsann

Source Codes of HetSANN in the AAAI'20 paper: An Attention-based Graph Nerual Network for Heterogeneous Structural Learning.

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HowToCook

程序员在家做饭方法指南。

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KDDCUP-2020

2020-KDDCUP,Debiasing赛道 第6名解决方案

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KDDCUP_2020_AutoGraph_1st_Place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

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Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

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Movie_Recommend

基于Spark的电影推荐系统,包含爬虫项目、web网站、后台管理系统以及spark推荐系统

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pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

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Tencent2019_Preliminary_Rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

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TianChi_HaiYang

2020数字**创新大赛—算法赛:智慧海洋建设

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TinyWebServer

:fire: Linux下C++轻量级Web服务器

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