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piecewise-polynomial

Here are 7 public repositories matching this topic...

jloveric / high-order-layers-torch

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…

grid pytorch deeplearning spline fourier-series fluid-dynamics kan chebyshev-polynomials lagrange-polynomial-interpolation high-order-methods discontinuous pytorch-lightning piecewise-polynomial implicit-representions sparse-network hp-refinement

Updated Jun 24, 2024
Python

viltrum-mitsuba

mcrescas / viltrum-mitsuba

This repository contains the source code of the paper Primary-Space Adaptive Control Variates using Piecewise-Polynomial Approximations by Miguel Crespo, Adrian Jarabo, and Adolfo Muñoz from ACM Transactions on Graphics.

rendering numerical-integration quadrature-rules control-variates piecewise-polynomial

Updated Apr 14, 2022
C++

adolfomunoz / viltrum

VILTRUM: Varied Integration Layouts for arbiTRary integrals in a Unified Manner - A C++17 header-only library that provides a set of numerical integration routines

rendering numerical-integration control-variates piecewise-polynomial adaptive-quadrature

Updated Nov 20, 2024
C++

jloveric / high-order-implicit-representation

Implicit representation of various things using PyTorch and high order layers

neural-network pytorch kan lagrange-interpolation high-order-methods piecewise-polynomial implicit-representions fourier-series-network discontinuous-polynomial-network piecewise-polynomial-network coordinate-mlp

Updated May 29, 2024
Python

jloveric / high-order-layers

Tensorflow layers using piecewise Lagrange polynomials and Fourier series.

python tensorflow machine-learning-algorithms fourier-series lagrange-interpolation tensorflow-layers chebyshev-polynomial piecewise-polynomial

Updated Nov 13, 2023
Python

jloveric / language-interpolation

Experiments in language interpolation with high order sparse neural networks

natural-language-processing deep-learning gutenberg mamba lion kan high-order-methods pytorch-lightning piecewise-polynomial sparse-network sparse-mlp

Updated Oct 10, 2024
Python

amatov / CurvedSpeckleKymograph

motion-detection biomedical-image-processing piecewise-polynomial spline-curves fluorescent-speckle-microscopy automated-kymograph time-lapse-image-sequence visualize-motion-of-fluoresecnt-speckles represent-dynamic-processes-on-one-image greyscale-image-gradient kymograph-slope-represents-speed visualize-biological-processes display-intensity-over-time 2d-representation-position-vs-time curve-trajectory-tracing molecular-cargo-motion-analysis low-signal-to-noise-ratio interpolating-curved-tracks spline-curve-mathematically-interpolated cubic-spline-data-interpolation

Updated Nov 26, 2023
MATLAB

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