PyTorch layers to parametrize functions through interpolation.
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Updated
Jun 22, 2022 - Python
PyTorch layers to parametrize functions through interpolation.
Lagrange Interpolation, Bezier Spline, Cardinal Spline for Computer Graphics Project
Polyharmonic spline interpolation in PyTorch
Draw spline on the image with given points.
Python Spline Interpolation
Automated line profiles along biological structures
🎓 My university course in numerical analysis from Fedor Sergeevich Peplin. Here you can find some implemented algorithms from this subject with a brief description.
Report on numerical method with Anscombe's quartet dataset.
High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected a…
Personalization of the image enhancement style from few samples.
Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python
De Boor's Algorithm for NURBS Curve
A proof of concept of how to integrate Spark Lineage in Azure Purview
Implementation of particle swarm optimization (PSO) for path planning when the environment is known.
Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.
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