Reza Safarzadeh's starred repositories
osrm-backend
Open Source Routing Machine - C++ backend
discrete_frechet
Compute the Fréchet distance between two polygonal curves in Euclidean space.
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
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
trajectory_classification
Python code to re-produce results and illustrations of trajectory classification.
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.
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
GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.