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802.11p

802.11p standard and V2X applications on commercial Wi-Fi cards

ai4eu-rl-trondheim

artery

OMNeT++ V2X simulation framework for ETSI ITS-G5

federated-time-series-forecasting

Federated Learning for 5G Base Station Traffic Forecasting

flow

Computational framework for reinforcement learning in traffic control

gr-ieee802-11

IEEE 802.11 a/g/p Transceiver

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

inet

INET Framework for the OMNeT++ discrete event simulator

lane_change_rl

make lane change decisions in highway environment based on DRL

moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

mondrianforest

An online random forest implementaion written in Python.

neural_prophet

NeuralProphet: A simple forecasting package

omnetpp

OMNeT++ Discrete Event Simulator

online-multiclass-lpboost

Online Multi-Class LPBoost and Gradient Boosting

online-random-forests

Online Random Forests

phraug

A set of simple Python scripts for pre-processing large files

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

pytorch-forecasting

Time series forecasting with PyTorch

resco

Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)

simu5g

testbed for simu5g

simu5g_gym-env

VANET simulation using Veins-Gym to combine Veins with Reinforcement Learning

stable-diffusion

A latent text-to-image diffusion model

sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

sumo-rl

Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and popular RL libraries.

sumoactivitygen

An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools section (https://github.com/eclipse/sumo/tree/master/tools/contributed) under the name SAGA (SUMO Activity GenerAtion).

ubx-v2x

Simulation model of a baseband 802.11p transceiver

veins-gym

Reinforcement Learning-based VANET simulations

veins-lte

Veins LTE adds LTE support to Veins.