Pinned Repositories
DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
flow
Computational framework for reinforcement learning in traffic control
kaggle-web-traffic
1st place solution
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
MetroAssignment
A model to study flow assignment in metro network using only travel time observations
traffic-simulation-de
Source code for javascript simulation of website
TransportationNetworks
Transportation Networks for Research
travel_behavior_anomaly
spatio-temporal travel behavior modeling
tvart
Time-varying Autoregression with Low Rank Tensors
lijunsun's Repositories
lijunsun/kaggle-web-traffic
1st place solution
lijunsun/MetroAssignment
A model to study flow assignment in metro network using only travel time observations
lijunsun/TransportationNetworks
Transportation Networks for Research
lijunsun/travel_behavior_anomaly
spatio-temporal travel behavior modeling
lijunsun/tvart
Time-varying Autoregression with Low Rank Tensors
lijunsun/DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
lijunsun/flow
Computational framework for reinforcement learning in traffic control
lijunsun/traffic-simulation-de
Source code for javascript simulation of website
lijunsun/activity_synthesis
Code for activity synthesis using Bayesian multilevel latent class model
lijunsun/AdjustAutocorrelation
Adjusting for Autocorrelated Errors in Neural Networks for Time Series
lijunsun/awesome-deep-learning-papers
The most cited deep learning papers
lijunsun/demand_forecast
lijunsun/exp-grmf-nips15
Experimental Codes for Collaborative Filtering with Graph Information: Consistency and Scalable Methods.
lijunsun/exp-trmf-nips16
Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.
lijunsun/gcn
Implementation of Graph Convolutional Networks in TensorFlow
lijunsun/GP-VAE
TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155
lijunsun/Graph-WaveNet
graph wavenet
lijunsun/grin
Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"
lijunsun/IDM_Bayesian_Calibration
lijunsun/kbmf
Kernelized Bayesian Matrix Factorization
lijunsun/LibADMM
A Library of ADMM for Sparse and Low-rank Optimization
lijunsun/lijunsun.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
lijunsun/Meituan-INFORMS-TSL-Research-Challenge
lijunsun/nucnorm-forecasting
This repository contains a collections of functions for time series forecasting by nuclear norm minimization.
lijunsun/PRMLT
Matlab code for machine learning algorithms in book PRML
lijunsun/STGCN-IJCAI-18
Spatio-Temporal Graph Convolutional Networks
lijunsun/tensor-learning
Tutorials and Python codes for tensor factorization/completion/regression techniques.
lijunsun/tensorflow
Computation using data flow graphs for scalable machine learning
lijunsun/tikz-bayesnet
TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.
lijunsun/transdim
Data imputation for urban transportation systems