Reza Safarzadeh's starred repositories
Federated-Time-Series-Forecasting
Federated Learning for 5G Base Station Traffic Forecasting
Awesome-Trajectory-Computing
A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.
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
EV_Route_Planner
EV (Electical Vehicle) Route Planner - Calculates route with in-trip stops in charging stations for battery recharge based on car's autonomy (in km) and address of departure & destination. Consumes OpenChargeMap API and OpenStreetMap API from the leaflet library.
lbh-webmap-template
Our webmap template
responsive-webmap
A simple HTML-CSS-JS template for responsive webmap applications.
Free-Responsive-Web-UI-Kit---Dashboard-Template-bootstrap
It's a folder of fully featured dashboard and admin template comes with tones of well designed UI elements, components, widgets and pages. It uses bootstrap, JS, CSS, HTML for the frontend.
Demand-Prediction-for-Public-Transport-in-Nairobi
AlmaBetter Capstone Project -Machine Learning Project type: Regression. This challenge asks you to build a model that predicts the number of seats that Mobiticket can expect to sell for each ride
TS-TrajGen
Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
Two-Stage-Gan-in-trajectory-generation
A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
DataScience_ArtificialIntelligence_Utils
Examples of Data Science projects and Artificial Intelligence use-cases
LSTM_Trajectory_Prediction
Using LSTM to predict the path of the driverless vehicle
VesselTrajectoryPrediction
lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
Trajectory-Prediction
A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
ST-map-match
Implementation of a map matching algorithm called st-match
comparing-trajectory-clustering-methods
Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets
unimodal-irl
Algorithms for Uni-Modal Inverse Reinforcement Learning
InverseRL-Pytorch
Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation
irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm