safarzadeh-reza

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

damiirl

Deep Adaptive Multi-intention Inverse Reinforcement Learning

DeepMapMatching

dissertation-irl

ENGO645-Assignments

fc-gaga

GNN4Traffic

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

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

KDD2021_guizu

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

Traccar

GPS Tracking System

safarzadeh-reza/DeepMapMatching

safarzadeh-reza/fc-gaga

safarzadeh-reza/map_matching-1

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

safarzadeh-reza/PyMove

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

safarzadeh-reza/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.

safarzadeh-reza/3d-bin-packing-problem

A python model of 3D Bin Packing problem

safarzadeh-reza/Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

safarzadeh-reza/BaiduTraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

safarzadeh-reza/Configurable-Map-Viewer

Configurable Map Viewer

safarzadeh-reza/fastdtw

A Python implementation of FastDTW

safarzadeh-reza/homework_fall2020

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)

safarzadeh-reza/Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

safarzadeh-reza/inverse_rl

Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inverse Reinforcement Learning" - (Ziebart et al. 2008)

safarzadeh-reza/lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

safarzadeh-reza/LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

safarzadeh-reza/map_matching

Map Matching

safarzadeh-reza/noiseplanet

A Python package for Map Matching and Mapping. Research work for Noise Planet center.

safarzadeh-reza/Offline-MapMatching

a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm

safarzadeh-reza/pgMapMatch

map-matching of GPS traces

safarzadeh-reza/real-time-units-gps-tracking

Implementation of a real-time GPS tracking service with Python and Apache Kafka.

safarzadeh-reza/Sample-Code_Rout-Planning

Sample code of finding the shortest path in road network using NetworkX

safarzadeh-reza/ST-Matching

A Python implementation of the ST-Matching algorithm

safarzadeh-reza/STGCN-1

A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875

safarzadeh-reza/T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

safarzadeh-reza/tf2rl

TensorFlow2 Reinforcement Learning

safarzadeh-reza/tmmpy

Tools for Map Matching using Python

safarzadeh-reza/Traccar_java

Java Source

safarzadeh-reza/Trajectory_Segmentation

This repo contains the code and sample data for "Discovery of Driving Patterns by Trajectory Segmentation" paper.

safarzadeh-reza/vrp-solver

Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.

safarzadeh-reza/webxr-samples

Samples to demonstrate use of the WebXR Device API