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mBayraktar12/README.md

📜 Publications

  • Swarm Optimization-Based Hyperparameter Selection for Machine Learning Algorithms in Indoor Localization Read the paper here

🏆Global Kaggle Competitions

  • PS S4E3 Steel Plate Prediction 4th/2199 Top %1 Kaggle
  • BirdCLEF 2024 39th/991 Top %5 Kaggle
  • NeurIPS 2024 - Predict New Medicines with BELKA 132th/1982 Top %7 Kaggle - Github
  • ISIC 2024 - Skin Cancer Detection with 3D-TBP 214th/2782 Top %8 Kaggle - Github

🏆Local Kaggle Competitions

  • GDZ Elektrik Datathon 2024 - Final 14th/184 (First 10 after finals) Kaggle - Github
  • BTK Datathon 2024 - Public 8th/364 (Top %2) / Private 21th/364 (Top % 6) Kaggle

🐍 Python Packages

🚀 Datasets

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

Pinned Loading

  1. PSO-Hyperparameter-Selection PSO-Hyperparameter-Selection Public

    Hyperparameter selection on machine learning models using Particle Swarm Optimization

    Python 3

  2. Scrape-EPL-Data Scrape-EPL-Data Public

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

    Python 2 1

  3. DTI-Prediction DTI-Prediction Public

    Jupyter Notebook

  4. Hyperparameter-Selection-Using-Swarm-Intelligence-Indoor-Localization Hyperparameter-Selection-Using-Swarm-Intelligence-Indoor-Localization Public

    Jupyter Notebook

  5. ISIC-2024 ISIC-2024 Public

    Jupyter Notebook

  6. NeurIPS-2024---Predict-New-Medicines-with-BELKA NeurIPS-2024---Predict-New-Medicines-with-BELKA Public

    Jupyter Notebook