lijunsun

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/kaggle-web-traffic

1st place solution

lijunsun/travel_behavior_anomaly

spatio-temporal travel behavior modeling

lijunsun/MetroAssignment

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

lijunsun/TransportationNetworks

Transportation Networks for Research

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/betterbatch

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/tikz-bayesnet

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

lijunsun/transdim

Data imputation for urban transportation systems