Yuankai Wu's repositories
Transfer_DRL_EMS
Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management
DATABASE_SCU
Slides for my database courses at SCU
AMTPP_for_Mobility
Individual Mobility Prediction via Attentive Marked Temporal Point Processes
STmodels_notes
Here are some notes and implementations of my readings on spatiotemporal modeling (updated weekly or monthly).
Traffic-Assignment
This program solves the user equilibrium and stochastic user equilibrium for the city network
CROP
[ICLR 2022] CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
graph-network-paper-list
Summarize interesting graph network papers. Classified by methods and sorted by years.
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
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