Repositories list

• -3-Place-Solution-5G-Energy-Consumption-Modelling-Challenge

  Public
  Managed by Rafael Zimmermann, this repo contains the solution for the ITU AI/ML in 5G Energy Consumption Modelling Challenge. It employs meticulous data preprocessing, advanced feature engineering, and ensemble modeling for accurate energy forecasts across different base station scenarios

  Jupyter Notebook

  •

  MIT License

  •0•1•1•0•Updated Nov 12, 2024Nov 12, 2024

• sotirischatzimiltis_sdn_ids

  Public
  Github repository of Sotiris Chatzimiltis for ITU Competition with name "Intrusion and Vulnerability Detection in SDNs Challenge - ULAK"

  Python

  •0•3•0•0•Updated Oct 16, 2024Oct 16, 2024

• ITU-2024-GenStorm-Submission-Next-Gen-TinyML-Smart-Weather-Station

  Public
  PureBasic

  •0•0•0•0•Updated Jun 13, 2024Jun 13, 2024

• ITU-AI4G-tinyML-01-Smart_Weather_Station-ADN-_Innovators

  Public
  Final Submission for ITU-AI4G tinyML 01 Smart Weather Station

  Python

  •0•0•0•0•Updated May 30, 2024May 30, 2024

• AI-ML-in-5G-Challenge.github.io

  Public
  1•1•0•0•Updated Apr 2, 2024Apr 2, 2024

• ITU-ML5G-PS-007-GNN-m0b1us

  Public
  1st place solution of ITU Graph Neural Networking Challenge 2023

  deep-learninggraph-neural-networksnetwork-modeling

  Python

  •

  Apache License 2.0

  •1•6•0•0•Updated Jan 24, 2024Jan 24, 2024

• ITU-ML5G-PS-3D-Location-Estimation-2023-Polaris

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jan 16, 2024Jan 16, 2024

• 5G-Energy-Consumption-Modelling-Solution-Team-Farzi-Data-Scientists

  Public
  Jupyter Notebook

  •1•5•0•0•Updated Jan 16, 2024Jan 16, 2024

• ITU-ML5G-PS-008-MLAB

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Dec 17, 2023Dec 17, 2023

• lkn-tum-gnnchallenge2023

  Public
  3rd place solution of Graph Neural Networking Challenge 2023

  Python

  •

  Apache License 2.0

  •1•0•0•0•Updated Dec 14, 2023Dec 14, 2023

• ITU-ML5G-gnnchallenge2023-BUPT_CMCC

  Public
  2nd place solution of Graph Neural Networking Challenge 2023

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Dec 13, 2023Dec 13, 2023

• 5G-Energy-Consumption-Modelling-Montex

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Dec 12, 2023Dec 12, 2023

• ITU-ML5G-PS-007-GNN-CAU-Networks

  Public
  0•0•0•0•Updated Dec 12, 2023Dec 12, 2023

• team_yanbiyu_gnn

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Nov 28, 2023Nov 28, 2023

• AI4D-Lab-tinyML-Challenge-03-Scalable-and-High-Performance-TinyML-Solutions-for-Wildlife-Monitoring

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Nov 27, 2023Nov 27, 2023

• ITU--tinyML03-Wild-Life_Solution--ADN_Innovators

  Public
  Final Submission for ITU-tinyML 2023 Challenge by AI4G: Contents - Final ML model, CAD model, Final Report, Mobile Application apk(ready to install app)

  0•0•0•0•Updated Nov 26, 2023Nov 26, 2023

• ITU-2023-MONO-submission-tinyML-02-Plant-Disease-Detection

  Public
  The repository contains code, report and presentation for the solution of Team Tiny_MONO for ITU AI for good Tiny ML Challenge 2023 -> tinyML-02: Scalable and High-Performance TinyML Solutions for Plant Disease Detection

  Jupyter Notebook

  •2•11•0•0•Updated Nov 26, 2023Nov 26, 2023

• ITU-2023-Underdawgs-submission-tinyML-02-Plant-Disease-Detection

  Public
  Code submission of team Underdawgs for tinyML-02-Plant-Disease-Detection

  Jupyter Notebook

  •1•0•0•0•Updated Nov 24, 2023Nov 24, 2023

• ITU-2023-Underdawgs-submission-tinyML-03-Wildlife-Monitoring

  Public
  code submission of team Underdawgs for tinyML-03 Wildlife-Monitoring

  Python

  •0•0•0•0•Updated Nov 24, 2023Nov 24, 2023

• 5G-Energy-Consumption-Modelling-CAKE-Team-Solution

  Public
  This is a repository for the third ranked solution in the AI/ML for 5G-Energy Consumption Modelling Challenge from CAKE Team

  Jupyter Notebook

  •0•0•0•0•Updated Nov 13, 2023Nov 13, 2023

• LROUZZ-AI-ML-for-5G-Energy-Consumption-Modelling-by-ITU-AI-ML-in-5G-Challenge-

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 28, 2023Oct 28, 2023

• 5g-energy-consumption-modelling-9th-place-solution

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• 5G-Energy-Consumption-Modelling-Solution-Ning-Jia

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• PS001-5G-Energy-Consumption-Modelling19th-solution

  Public
  This is the 19-th solution of PS001

  Jupyter Notebook

  •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• Fault-impact-analysis-2023-Challenge

  Public
  Solution from JuliusFx member: the solution exploits the strength of catboost and lightgbm models to create a robust novel ensemble model

  Jupyter Notebook

  •1•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• Save-Energy

  Public
  This is a repository for the 17th ranked solution in the AI/ML for 5G-Energy Consumption Modelling Challenge

  Jupyter Notebook

  •1•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• 5g-energy-consumption-modelling-solution-

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• Intrusion-and-Vulnerability-Detection-in-Software-Defined-Networks-SDN-Team-ML-IDS

  Public
  Intrusion and Vulnerability Detection in Software-Defined Networks (SDN) by Team ML-IDS

  Jupyter Notebook

  •1•5•2•0•Updated Oct 27, 2023Oct 27, 2023

• 5g-Energy-Consumption-Modelling-8th-Place-Soluiton

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Oct 23, 2023Oct 23, 2023

• Fault-impact-analysis-on-RAN-KPIs-third-place-solution

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 22, 2023Oct 22, 2023