safarzadeh-reza Goto Github PK

-lstm-and-gru

Truck Traffic Flow Prediction Based on LSTM and GRU Methods with Sampled GPS Data

3d-bin-packing-problem

A python model of 3D Bin Packing problem

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.

automated-optimal-path-finder

An automated AI to find the shortest path using Q-Learning

awesome-decision-making-reinforcement-learning

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

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

awesome-inverse-reinforcement-learning

Literature and code for inverse reinforcement leanring research

baidutraffic

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

cluster_rides

A segmentation of GPS-enabled bicycle trajectories in Python 2.7 with walkthrough in iPython Notebook.

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

configurable-map-viewer

Configurable Map Viewer

cs50wp1

HarvardX CS50W. Project 1

damiirl

Deep Adaptive Multi-intention Inverse Reinforcement Learning

deepmapmatching

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dissertation-irl

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-assignments

engo645_test_repo

This is a test repository for ENGO 645 Lab

fastdtw

A Python implementation of FastDTW

fc-gaga

geoar.js

A lightweight library for Web Location-based Augmented Reality.

gman

GMAN: A Graph Multi-Attention Network for Traffic Prediction

gnn4traffic

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

gps_data_with_python

Slides of my talk "Handling GPS data with Python" at the EuroPython 2016 in Bilbao

gpsmachinelearning

homework_fall2020

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

imitation

Clean PyTorch implementations of imitation and reward learning algorithms