lijunsun

kaggle-web-traffic

1st place solution

MetroAssignment

A model to study flow assignment in metro network using only travel time observations

TransportationNetworks

Transportation Networks for Research

travel_behavior_anomaly

spatio-temporal travel behavior modeling

tvart

Time-varying Autoregression with Low Rank Tensors

DCRNN

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

flow

Computational framework for reinforcement learning in traffic control

traffic-simulation-de

Source code for javascript simulation of website

activity_synthesis

Code for activity synthesis using Bayesian multilevel latent class model

AdjustAutocorrelation

Adjusting for Autocorrelated Errors in Neural Networks for Time Series

awesome-deep-learning-papers

The most cited deep learning papers

demand_forecast

exp-grmf-nips15

Experimental Codes for Collaborative Filtering with Graph Information: Consistency and Scalable Methods.

exp-trmf-nips16

Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

GP-VAE

TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

Graph-WaveNet

graph wavenet

grin

Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"

IDM_Bayesian_Calibration

kbmf

Kernelized Bayesian Matrix Factorization

LibADMM

A Library of ADMM for Sparse and Low-rank Optimization

lijunsun.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Meituan-INFORMS-TSL-Research-Challenge

nucnorm-forecasting

This repository contains a collections of functions for time series forecasting by nuclear norm minimization.

PRMLT

Matlab code for machine learning algorithms in book PRML

STGCN-IJCAI-18

Spatio-Temporal Graph Convolutional Networks

tensor-learning

Tutorials and Python codes for tensor factorization/completion/regression techniques.

tensorflow

Computation using data flow graphs for scalable machine learning

tikz-bayesnet

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

transdim

Data imputation for urban transportation systems