This is a package that makes getting random values a little bit easier in Elm.

5G Network Simulation Guide: Open5GS 5GC & srsRAN with ZeroMQ

OAI CN5G, gNB and nrUE Deployment Guide

free5GC 5GC & UERANSIM UE / RAN Sample Configuration - ULCL(Uplink Classifier)

UERANSIM Docker images

This project focuses on detecting and classifying brain tumors (NonDemented, Very Mild Demented, Mild Demented, Moderate Demented)

E2 Node Simulator for O-RAN RIC Platform - HTTP-based E2 interface traffic generator supporting multiple xApps with realistic KPI data generation. Enables testing KPIMON, Traffic Steering, QoE Predictor, RC, and FL xApps without real RAN equipment.

free5GC 5GC & UERANSIM UE / RAN Sample Configuration - Select UPF based on S-NSSAI

TeleTwin: Digital Twin of Telecom Towers

Production-ready SDR-O-RAN platform for satellite NTN communications with AI/ML optimization (DRL) and quantum-safe cryptography (NIST PQC). 8,814 lines of code. Open-source 5G/6G research platform.

free5GC 5GC & srsRAN 5G with ZeroMQ UE / RAN Sample Configuration

RAN Simulator for OAICT

Open5GS EPC & srsRAN 4G with ZeroMQ UE / RAN Sample Configuration - Select nearby UPF(PGW-U) according to the connected eNodeB

5G Lab Deploy Scripts: Open5GS 5GC & srsRAN with ZeroMQ

OAI 5G Core with OAI BPF UPF in K8s environment

Performance of multiple classification models trained on the cleaned Customer Churn dataset, along with detailed analysis and recommendations

Ansible Role - TALM Operator

Chainlink Random NFT collection with Moralis API

Built an ML-based classification model to predict customer churn. Applied data preprocessing, feature engineering, and ensemble algorithms to improve prediction accuracy and help businesses implement retention strategies.

Deployment guide for running OAI 5G Core and gNB on separate servers in a disaggregated NGAP architecture