https://github.com/mert-byrktr/mert-byrktr
https://github.com/mert-byrktr/mert-byrktr
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/mert-byrktr/mert-byrktr
- Owner: mert-byrktr
- Created: 2025-04-14T20:52:50.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2025-06-01T20:18:27.000Z (5 months ago)
- Last Synced: 2025-06-02T06:14:50.515Z (5 months ago)
- Size: 24.4 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### 📜 Publications
- **Swarm Optimization-Based Hyperparameter Selection for Machine Learning Algorithms in Indoor Localization** [Read the paper here](https://ieeexplore.ieee.org/document/10286800)
- **Indoor Localization with GravNetConv and Dynamic Graphs** [Read the paper here](https://ieeexplore.ieee.org/abstract/document/10773531/authors#authors)
### 🏆Global Kaggle Competitions
- **#chydv Hackathon 2025 1st/47** [Kaggle LB](https://www.kaggle.com/competitions/chydv-hackathon-2025/leaderboard) - [Github](https://github.com/mert-byrktr/-chydv-Hackathon-2025)
- **PS S4E3 Steel Plate Prediction 4th/2199 Top %1** [Kaggle LB](https://www.kaggle.com/code/mertbayraktar/eda-0-87932-playground-series-s4e3#7.-Feature-Importance-Analysis-for-XGBoost) - [Github](https://github.com/mert-byrktr/PSS4E3-Steel-Plate-Defect)
- **PS S5E5 Predict Calorie Expenditure 16th/4316 Top %1** [Kaggle LB](https://www.kaggle.com/competitions/playground-series-s5e5/leaderboard)
- **Regression with a Flood Prediction Dataset Top %3** [Kaggle LB](https://www.kaggle.com/competitions/playground-series-s4e5/leaderboard)
- **Rohlik Sales Forecasting Challenge 30th/777 Top %4** [Kaggle LB](https://www.kaggle.com/competitions/rohlik-sales-forecasting-challenge-v2/leaderboard) - [Github](https://github.com/mert-byrktr/ROHLIK-2024)
- **BirdCLEF 2024 39th/991 Top %5** [Kaggle LB](https://www.kaggle.com/competitions/birdclef-2024/leaderboard) - [Github](https://github.com/mert-byrktr/BIRDCLEF-2024)
- **BrisT1D Blood Glucose Prediction Competition 30th/634 Top %5** [Kaggle LB](https://www.kaggle.com/competitions/brist1d/leaderboard) - [Github](https://github.com/mert-byrktr/BRIST1D-2024)
- **NeurIPS 2024 - Predict New Medicines with BELKA Top %7** [Kaggle LB](https://www.kaggle.com/competitions/leash-BELKA/leaderboard) - [Github](https://github.com/mert-byrktr/NeurIPS-2024---Predict-New-Medicines-with-BELKA-COMPETITION)
- **CIBMTR - Equity in post-HCT Survival Predictions Top %7** [Kaggle LB](https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/leaderboard) - [Github](https://github.com/mert-byrktr/CIBMTR-2025-COMPETITION)
- **ISIC 2024 - Skin Cancer Detection with 3D-TBP Top %8** [Kaggle LB](https://www.kaggle.com/competitions/isic-2024-challenge/leaderboard) - [Github](https://github.com/mert-byrktr/ISIC-2024-COMPETITION)
- **Santa 2024 - The Perplexity Permutation Puzzle Top %8** [Kaggle LB](https://www.kaggle.com/competitions/santa-2024/leaderboard) - [Github](https://github.com/mert-byrktr/SANTA-2024-COMPETITION)
- **Child Mind Institute - Problematic Internet Use Top %10** [Kaggle LB](https://www.kaggle.com/competitions/child-mind-institute-problematic-internet-use/leaderboard) - [Github](https://github.com/mert-byrktr/CMI-2024-COMPETITION)
### 🏆Local Kaggle Competitions
- **GDZ Elektrik Datathon 2024 - Final 14th/184 (First 10 after finals) (Top %5)** [Kaggle](https://www.kaggle.com/competitions/gdz-elektrik-datathon-2024/leaderboard) - [Github](https://github.com/mert-byrktr/gdz-elektrik-datathon-2024)
- **BTK Datathon 2024 - Public 8th/364 (Top %2) / Private 21th/364 (Top % 6)** [Kaggle](https://www.kaggle.com/competitions/datathon-2024/leaderboard) - [Github](https://github.com/mert-byrktr/BTK-DATATHON-2024)
### 🐍 Python Packages
- **pso-optimizer** [pso-optimizer](https://pypi.org/project/pso-optimizer/)
### 🚀 Datasets
- **EPL-Scraping Data** [Kaggle](https://www.kaggle.com/datasets/mertbayraktar/english-premier-league-matches-20232024-season)
Feel free to reach out if you have questions or if you want to collaborate on a project!