Popular GitHub Repositories for Splines

Implementation of the proposed Spline-Based Transformer from Disney Research

Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.

A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.

Personalization of the image enhancement style from few samples.

Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

A Differentiable THB-spline module implemented in JAX and PyTorch

Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.

A few proofs and examples related to ML/Prob and Optimisation

Generative algorithms using splines, interpolation and randomised ellipse equations.

Minimal, differentible, fast cubic interpolation in JAX