TransUMD

Macroscopic-Fundamental-Diagram

Simulated in Simulation of Urban MObility (SUMO)

VISSIM-Calibration-via-LHD-GA

Latin Hypercube Design + Genetic Algorithm

ACSAuto

Automatically Download/Format American Community Survery (ACS) Data

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Graph_Convolutional_LSTM

Traffic Graph Convolutional Recurrent Neural Network

GRU-D

Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values

HiddenMarkovModel_TensorFlow

TensorFlow: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)

mgwr

Multiscale Geographically Weighted Regression (MGWR)

RoutingBehavior

Understanding vehicular routing behavior with location-based service data

Stacked_Bidirectional_Unidirectional_LSTM

Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network

sumo

SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

TransUMDxSEU.github.io

Personal Website

abstreet

A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers.

covid-mobility

datashader

Quickly and accurately render even the largest data.

fmm-examples

hvplot

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

IOHMM

Input Output Hidden Markov Model (IOHMM) in Python

map-matching

map-matching-1

Map Matching based on GraphHopper

matsim-code-examples

A repository containing code examples around MATSim

matsim-example-project

A small example of how to use MATSim as a library.

matsim-libs

Multi-Agent Transport Simulation

Network-API

Some useful tools for traffic network optimization(Python/GAMS)

Ocean

OSM2GMNS

shap

A game theoretic approach to explain the output of any machine learning model.

spark-traffic-modeler

Tool for transport modeling for Apache Spark