datadrivenconstruction/ML-Price-Prediction-Model
ML Price Prediction Model for Projects in RVT, IFC Formats
Converts RVT and IFC files to JSON-CSV format for structured analysis, enabling price prediction through supervised learning on parametric project data. Demonstrates a pipeline approach where historical project parameters (extracted from 3D BIM models) train regression models to estimate costs for new projects with similar characteristics. Targets the construction data ecosystem, facilitating direct project data exchange without intermediaries while automating extraction workflows across large project portfolios.
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Jupyter Notebook
License
GPL-3.0
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Last pushed
Dec 18, 2023
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