Reza Safarzadeh's repositories
GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
KDD2021_guizu
Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"
osrm-backend
Open Source Routing Machine - C++ backend
Youtube-Code-Repository
Repository for most of the code from my YouTube channel
3L-SDVR
Data Driven Split Delivery Vehicle Routing with 3D Loading
ASTGCN-r-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
ASTGNN
This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.
Awesome-Interaction-aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Electric-Vehicle-Route-Planning-on-Google-Map-Reinforcement-Learning
User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map
engo645_test_repo
This is a test repository for ENGO 645 Lab
GMAN
GMAN: A Graph Multi-Attention Network for Traffic Prediction
imitation
Clean PyTorch implementations of imitation and reward learning algorithms
inverse_rl-2
"Where the senses fail us, reason must step in." –Galileo Galilei
NeuralLinUCB_exploration
Study NeuralUCB and regret analysis for contextual bandit with neural decision
pytorch-Deep-Learning
Deep Learning (with PyTorch)
PyTrack
a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction
Reinforcement-Learning-Code
A repository for codes of reinforcement learning algorithms with PyTorch
safarzadeh-reza
reza's stats
safarzadeh-reza.github.io
Personal Page
T-GCN-PyTorch
A PyTorch implementation of T-GCN
Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
traj-dist
A python package for computing distance between 2D trajectories.
unimodal-irl
Algorithms for Uni-Modal Inverse Reinforcement Learning
VesselTrajectoryPrediction
lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.