Quick Update: Won 2nd Place for Best Paris 2024 Olympics Category!!
- Faiz Mustansar: Lead
- Fawaz Rizwan: Developer
- Talha Naveed: Developer
Our hackathon project aims to predict the medal winners of the 2024 Paris Olympics by analyzing data from the 2021 Tokyo Olympics and other relevant datasets. We utilize machine learning techniques and data analysis to make informed predictions about the performance of various countries in the upcoming games.
- Datasets:
- Tokyo 2021 Olympics medal tally
- Athlete statistics (age, gender, previous performances)
- Historical Olympic performance data (2021)
- Sources:
- Cleaning: Handle missing values, remove duplicates, and correct inaccuracies.
- Feature Engineering: Create new features such as medal weight, total teams, and top winners for each sports
- Tools: Python, Pandas and R Programming
- Method: Use 2021 sports-specific top teams and participating countries data and Apply algorithms to predict 2024 results based on performance and other factors.
- Efficiency: Develop methods to efficiently gather data on participating teams.
- Algorithm Enhancement: Enhance prediction algorithms with more robust datasets.
- Responsiveness: Improve the responsiveness
- Clone the repository:
git clone https://github.com/faizm10/CodeDexHackathon cd CodeDexHackathon - Create and activate a virtual environment:
python3 -m venv venv source venv/bin/activate - Install the required packages:
pip install -r requirements.txt
git checkout -b {your-name/feature}
git add .
git commit -m "New Feature"
git push --set-upstream origin '{your-name/feature}'
git checkout main
git pull #after PR gets merged into main branchThis project is licensed under the MIT License. See the LICENSE file for details.