hoops_ai.ml
Machine Learning Module
The ML module provides state-of-the-art machine learning capabilities specifically designed for CAD data analysis and geometric understanding. It combines traditional ML approaches with deep learning techniques, offering specialized architectures for processing CAD geometric data, B-Rep structures, and mesh representations.
This module bridges the gap between CAD geometry and machine learning, providing both pre-built models for common CAD analysis tasks and flexible frameworks for developing custom ML solutions. All models are optimized to work with the geometric encodings produced by the CAD encoder module.
For model architecture details, training strategies, and deployment patterns, see the Machine Learning Programming Guide.
Modules
