safarzadeh-reza

gcnns

The implementations of Graph Convolutional Neural Network models

pygcn

osrm-backend

Open Source Routing Machine - C++ backend

discrete_frechet

Compute the Fréchet distance between two polygonal curves in Euclidean space.

leafmap

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

ritt

javascript only mqtt GPS tracker with openstreetmap.

ved-explore

Exploration of the Vehicle Energy Dataset

map_matching

Algorithms to find the streets that a vehicle should have traveled to generate a given GPS track

sigma-girl-MIIRL

Code of Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions

taxicab

Accurate routing for OpenStreetMap/OSMnx

population-irl

(Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards

MaxEnt_IRL_trajectory_interpolation

Example of the MaxEnt IRL trajectory interpolation method

SpectralMEIRL

Spectral Method for Multiple Experts Inverse Reinforcement Learning

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

transdim

Machine learning for transportation data imputation and prediction.

damiirl

Deep Adaptive Multi-intention Inverse Reinforcement Learning

fc-gaga

DeepMapMatching

trajectory_classification

Python code to re-produce results and illustrations of trajectory classification.

PyMove

PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.

dissertation-irl

MEIRL

Algorithm for multiple-expert inverse reinforcement learning

KDD2021_guizu

Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"

map_matching-1

Algorithms to find the streets that a vehicle should have traveled to generate a given GPS track

kaizen

A library to map match and help tackle the problem of overlapping/intersecting road and building footprint that arises in the process of map making

kaizen

A library to map match and help tackle the problem of overlapping/intersecting road and building footprint that arises in the process of map making

TrajGAIL

GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.