DigiFi/AnalysisTesting
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Update project structure and enhance model persistence

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- Added new model and scaler files to .gitignore and output directory.
- Updated Dockerfile to create output/models directory.
- Revised README to include instructions for using a .env file for configuration.
- Enhanced config.py to load database credentials from environment variables.
- Implemented model saving functionality in salary_predictor.py for consistent and inconsistent earners.
This commit is contained in:
Joshua Salako
2025-05-02 00:16:46 +01:00
parent 8acfb436f3
commit 5767f55686
8 changed files with 82 additions and 43 deletions
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.gitignore
+6
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@@ -4,3 +4,9 @@ output/csv/high_earner_details.csv
output/csv/likely_salary_earner.csv
output/plots/consistent_earners_predictions.png
output/plots/hypothesis_overlap.png
output/plots/inconsistent_earners_predictions.png
output/models/consistent_model.joblib
output/models/inconsistent_model.joblib
output/models/consistent_scaler.joblib
output/models/inconsistent_scaler.joblib
.env