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academic-cv

algorithms

The codes and my solutions to exercises from the book "Algorithms" (4th edition) by Robert Sedgewick and Kevin Wayne.

algs4

Algorithms, 4th edition textbook code and libraries

awesome-spatio-temporal-representation-learning

Summary of Spatio-Temporal Representation Learning Models.

bert

TensorFlow code and pre-trained models for BERT

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deepwalk

DeepWalk - Deep Learning for Graphs

final2x

2^x Image Super-Resolution ☢️

funnlp

studynlp

gae-pytorch

Graph Auto-Encoder in PyTorch

graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

graphmae

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

iowncode

A curated collection of iOS, ML, AR resources sprinkled with some UI additions

jclrnt

Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory

jgufs

This is the codes of JGUFS

machinelearningcode

Some classical machine learning code for studying.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

malmcs

Dynamic Public Resource Allocation based on Human Mobility Prediction (UbiComp'20)

naive-dark-mode

Dark Mode for Vue3 and Naive UI.

path-infomax

realcugan-ncnn-py

Python Binding for realcugan-ncnn-vulkan with PyBind11

realesrgan-ncnn-py

Python Binding for realesrgan-ncnn-vulkan with PyBind11

research_spatio-temporal-data-mining

A collection of research on spatio-temporal data mining

sato

Code and data for Sato https://arxiv.org/abs/1911.06311.

sherlock-project

This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.

srmd-ncnn-py

Python Binding for srmd-ncnn-vulkan with PyBind11

st-ssl

The codes of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

start

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

stresnet

A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081

t-closure