wli806 Goto Github PK

ae-02-bechdel-rmarkdown

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

awesome-cheatsheets

超级速查表 - 编程语言、框架和开发工具的速查表，单个文件包含一切你需要知道的东西 :zap:

awesome-machine-learning-1

Learning Resources And Links Of Machine Learning（updating）

berkeley-cs61b

Learning experience for CS61B (data structure and algorithm). Study hard and have fun!

codewithxero2018

compsci711-middlewares_and_network

compsci760_proj19

a general poisoning attack on clustering

compsci_732_aplus_32

A paper project for COMPSCI-732 at Auckland Uni.

cs61a

cs760

Retrieval of Multiple Environmental Parameters from Images with Deep Learning

dcgan-mnist

利用简单DCGAN生成手写数字图像

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

deeplearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

dgl

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

dota2_data_analysis

DOTA2 data modeling by deep learning method.

dota2herorecommand

flightdelay

2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.

gan_notebook

学习gan的笔记和论文

gangraphprediction

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-gan-pytorch

A pytorch implemention of GCN-GAN for temporal link prediction.

gnn_review

GNN综述阅读报告

gnn_traffic_gcn_gat

Tutorial about Graph Convolutional Network(GCN)

gnns-for-link-prediction

Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will continue to be updated in the future.

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

graphneuralnetwork

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

housegan

House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

license-plate-recognition

License Plate Recognition For Car With Python And OpenCV

machine-learning-interview

算法工程师-机器学习面试题总结