Kaimaoge

IGNNK

SUMO-DVSL

A SUMO environment for differential varaible speed limits control

SATCN

SATCN for Kriging

STPN

Spatiotemporal propagation network for airport delay prediction

AMTPP_for_Mobility

Individual Mobility Prediction via Attentive Marked Temporal Point Processes

DATABASE_SCU

Slides for my database courses at SCU

Transfer_DRL_EMS

Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management

LDGN

AI_Foundation_SCU

Math and Code for my AI Course at SCU

CROP

[ICLR 2022] CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing

demand_forecast

graph-network-paper-list

Summarize interesting graph network papers. Classified by methods and sorted by years.

STmodels_notes

Here are some notes and implementations of my readings on spatiotemporal modeling (updated weekly or monthly).

sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

Kaimaoge.github.io

LANTERN-NeurIPS-2019

Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

NeurIPS2023-One-Fits-All

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

PeMS-BAY-2022

requirements

Simple requirements.txt based example

simple-vit

Simple implementation of Vision Transformer

sumo-ring

simple ring simulation with sumo

sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

transdim

Machine learning for transportation data imputation and prediction.

UnsupervisedScalableRepresentationLearningTimeSeries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

WeatherBench

A benchmark dataset for data-driven weather forecasting

wujingda.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

zhiyongc.github.io

Zhiyong Cui Homepage