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Python scripts implementing common AI logic to predict CAD instances. Models used are Support Vector Machine, Decision Trees, AdaBoost, Random Forest and K-Nearest Neighbors

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agosamaras/CAD-AI

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CAD-AI

CAD-AI is a project utilizing Python for predicting CAD instances and explaining common ML models Support Vector Machine, K-Nearest Neighbors, AdaBoost, Decision Trees and Random Forest.

Usage

Script ml_cv10.py is used to find the metrtics and best performing models.

Script ml_xai.py is then used to explain a model.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

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Python scripts implementing common AI logic to predict CAD instances. Models used are Support Vector Machine, Decision Trees, AdaBoost, Random Forest and K-Nearest Neighbors

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