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mert-byrktr/README.md

📜 Publications

  • Swarm Optimization-Based Hyperparameter Selection for Machine Learning Algorithms in Indoor Localization Read the paper here
  • Indoor Localization with GravNetConv and Dynamic Graphs Read the paper here
  • Evaluation of Metaverse as a Learning Environment and Level of Technology Acceptance: An Engineering Example Read the paper here

🏆Global Kaggle Competitions

🏆Local Kaggle Competitions

  • GDZ Elektrik Datathon 2024 - Final 14th/184 (First 10 after finals) (Top %5) Kaggle - Github
  • BTK Datathon 2024 - Public 8th/364 (Top %2) / Private 21th/364 (Top % 6) Kaggle - Github
  • Haier Europe Sell-In Forecasting Datathon 2025 (10th place) Kaggle - Github

🐍 Python Packages

🚀 Datasets

Feel free to reach out if you have questions or if you want to collaborate on a project!

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  1. CMI-2025 CMI-2025 Public

    If the last submissions were not selected wrong, this repo could be the silver medal (70th place) solution for the Child Mind Institute 2025 Kaggle Competition :)

    Jupyter Notebook 1

  2. PSO-Hyperparameter-Selection PSO-Hyperparameter-Selection Public

    Hyperparameter selection on machine learning models using Particle Swarm Optimization

    Python 6

  3. CIBMTR-2025-COMPETITION CIBMTR-2025-COMPETITION Public

    Custom nn and gbdt based solution for survival analysis competition.

    Jupyter Notebook 2

  4. Scrape-EPL-Data Scrape-EPL-Data Public

    Scrape English Premier League data from fbref and save it as csv for future works.

    Python 5 1

  5. ISIC-2024-COMPETITION ISIC-2024-COMPETITION Public

    Bronze medal solution for ISIC 2024 Competition in Kaggle (Because of the wrong ensemble. It could be silver medal.)

    Jupyter Notebook

  6. Twibot-20-Social-Network-Analysis Twibot-20-Social-Network-Analysis Public

    Python 3