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ai_projects

从2019年4月起完成的各种人工智能相关工程

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bipartite-link-prediction

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

datamining

learn in datamining

decagon

Graph convolutional neural network for multirelational link prediction

deepinf

DeepInf: Social Influence Prediction with Deep Learning

deeplearningbasedimagerec-targettrac

面向深度学习的图像识别和目标跟随系统设计

deeprecommender

Deep learning for recommender systems

deepwalk

DeepWalk - Deep Learning for Graphs

dgl

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

dynamicrelu

Implementation of Dynamic ReLU on Pytorch

euler

A distributed graph deep learning framework.

face-recognition-check-in-system

基于python+face_recognition+opencv+pyqt5+百度AI实现的人脸识别、语音播报、语音合成、模拟签到系统

faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

facerecognition-tensorflow

基于TensorFlow训练的人脸识别神经网络

fastgcn

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gem

gnn_review

GNN综述阅读报告

graph-representation-learning

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

graph_nets

Build Graph Nets in Tensorflow

image-recognition

图像识别深度学习的初始训练材料

line

LINE: Large-scale information network embedding

link-prediction

Representation learning for link prediction within social networks

link-prediction-1

链路预测学习代码整理

link-prediction-2

[UNMAINTAINED] 基于PySpark与MySQL的复杂网络链路预测。

linkpred

Easy link prediction tool

linkprediction

Solution for Tsinghua Data Science Winter School 2017