fit_transform
v0.0.6
Published
Calculate and apply the optimal transformation matrix that minimizes the RMSD (root mean squared deviation) between two paired sets of points.
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fit_transform
Problem
Given a corresponding sets of 2D points A and B, find and apply an optimal transformation matrix to bring set A as close as possible to set B.
Solution
- fit_transform implements full Kabsch algorithm for datasets where
N >= 3
- closeness of sets is understood as RMSD
- this implementation focuses on 2D points only, but can be easily generalised to support more dimensions
API
fitTransform(A, B) -> A'
-- returns a transformed datasetkabsch(A, B) -> C
-- returns an optimal rotation matrix
Installation
npm install fit_transform
Building and Testing
yarn
yarn build
yarn test
cd examples/
python -m SimpleHTTPServer
Examples
See also examples