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Py-geometer
Jul 20, 2023
Python geometry package based on projective geometry and numpy
Geometer is a geometry library for Python 3 that uses projective geometry and numpy for fast geometric computation. In projective geometry every point in 2D is represented by a three-dimensional vector and every point in 3D is represented by a four-dimensional vector. This has the following advantages
There are points at infinity that can be treated just like normal points.
- Projective transformations are described by matrices but they can also represent affine transformations i.e. also translations.
- Every two lines have a unique point of intersection if they lie in the same plane. Parallel lines have a point of intersection at infinity.
- Points of intersection, planes or lines through given points can be calculated using simple cross products or tensor diagrams.
- Special complex points at infinity and cross ratios can be used to calculate angles and to construct perpendicular geometric structures.
- Most of the computation in the library done via tensor diagrams using numpy.einsum.
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