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Ma Zhipeng's Projects

jgrm icon jgrm

code for ‘Trajectory representation learning, Spatio-temporal data mining, self-supervised’

learn-data-science-for-free icon learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

mamazi0131.github.io icon mamazi0131.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mcrec icon mcrec

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

mv-region-embedding icon mv-region-embedding

code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)

ninja icon ninja

Reverse engineered ChatGPT proxy

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

st-daan icon st-daan

Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"

start icon start

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

track_sequence_anomaly_detection icon track_sequence_anomaly_detection

由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类st-dbscan做异常检测

urban-computing-papers icon urban-computing-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

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