Pinned Repositories
AMTPP_for_Mobility
Individual Mobility Prediction via Attentive Marked Temporal Point Processes
DATABASE_SCU
Slides for my database courses at SCU
IGNNK
mobility-forecasting
Multidimensional time series prediction with Hangzhou metro mobility data set.
SATCN
SATCN for Kriging
STmodels_notes
Here are some notes and implementations of my readings on spatiotemporal modeling (updated weekly or monthly).
STPN
Spatiotemporal propagation network for airport delay prediction
SUMO-DVSL
A SUMO environment for differential varaible speed limits control
Tensor-decomposition-completion-and-recovery-papers-and-codes
The collection of tensor decomposition, completion and recovery papers and codes.
Transfer_DRL_EMS
Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management
Kaimaoge's Repositories
Kaimaoge/IGNNK
Kaimaoge/SUMO-DVSL
A SUMO environment for differential varaible speed limits control
Kaimaoge/SATCN
SATCN for Kriging
Kaimaoge/STPN
Spatiotemporal propagation network for airport delay prediction
Kaimaoge/Transfer_DRL_EMS
Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management
Kaimaoge/DATABASE_SCU
Slides for my database courses at SCU
Kaimaoge/AMTPP_for_Mobility
Individual Mobility Prediction via Attentive Marked Temporal Point Processes
Kaimaoge/STmodels_notes
Here are some notes and implementations of my readings on spatiotemporal modeling (updated weekly or monthly).
Kaimaoge/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/Traffic-Assignment
This program solves the user equilibrium and stochastic user equilibrium for the city network
Kaimaoge/CROP
[ICLR 2022] CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
Kaimaoge/demand_forecast
Kaimaoge/graph-network-paper-list
Summarize interesting graph network papers. Classified by methods and sorted by years.
Kaimaoge/Kaimaoge.github.io
Kaimaoge/LANTERN-NeurIPS-2019
Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""
Kaimaoge/LDGN
Kaimaoge/lion-pytorch
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
Kaimaoge/NeurIPS2023-One-Fits-All
The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
Kaimaoge/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
Kaimaoge/PeMS-BAY-2022
Kaimaoge/requirements
Simple requirements.txt based example
Kaimaoge/simple-vit
Simple implementation of Vision Transformer
Kaimaoge/sumo-ring
simple ring simulation with sumo
Kaimaoge/sumolights
SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights
Kaimaoge/T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Kaimaoge/transdim
Machine learning for transportation data imputation and prediction.
Kaimaoge/UnsupervisedScalableRepresentationLearningTimeSeries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
Kaimaoge/WeatherBench
A benchmark dataset for data-driven weather forecasting
Kaimaoge/wujingda.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
Kaimaoge/zhiyongc.github.io
Zhiyong Cui Homepage