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| Software | Key Features | Price (Approx.) | |----------|--------------|----------------| | | Python API for principal component analysis on meshes; built-in date-based asset management | Free (GPL) | | CloudCompare | PCA on point clouds, principal curvature computation, 4D (time-based) visualization | Free (Open source) | | MeshLab | Principal axes alignment, 3D date metadata editing | Free (GPL) | | Matlab (Curve Fitting Toolbox) | PCA, data transformation, date vector arithmetic | $500+ (but has trial) | | Python (NumPy/SciPy + trimesh) | Custom script: np.linalg.eig(cov) for principal components; read/write 3D with date metadata | Free | | AutoCAD (Map 3D) | Principal direction analysis, time-attributed shapefiles | $1,875/year (free student version) |

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