thin-plate-spline 1.1.0

Thin Plate Spline implementation with numpy/scipy

tps

Implementation of Thin Plate Spline. (For a faster implementation in torch, look at tps-torch)

Install

Pip

$ pip install thin-plate-spline

Conda

Not yet available

Getting started

import numpy 
from tps import ThinPlateSpline

# Some data
X_c = np.random.normal(0, 1, (800, 3))
X_t = np.random.normal(0, 2, (800, 2))
X = np.random.normal(0, 1, (300, 3))

# Create the tps object
tps = ThinPlateSpline(alpha=0.0)  # 0 Regularization

# Fit the control and target points
tps.fit(X_c, X_t)

# Transform new points
Y = tps.transform(X)

Also have a look at example.py

Build and Deploy

$ python -m build
$ python -m twine upload dist/*