Final Math Modeling

This repository contains the final no-summary code version for the strategy-game retention and payment optimization modeling task.

Environment

• Python 3.13
• Git LFS is required for the raw datasets.

Install dependencies:

pip install -r requirements.txt

Run Order

python -X utf8 q1_retention_model.py
python -X utf8 q2_resource_payment_model.py
python -X utf8 q3_strategy_optimization.py
python -X utf8 q4_data_collection_closure.py
python -X utf8 model_analysis_report.py

Data

Raw contest datasets are not committed because several files are larger than normal GitHub limits. To run the scripts, place the dataset folder locally at:

B题：附件 数据集/

The scripts automatically locate the folder when it contains pickdata1.csv and pickdata2.csv.

License

This project is open source under the MIT License.