34 Open source projects that are alternatives of or similar to generalized-additive-models-workshop-2019

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

A wrapper for the nonlinear optimization library Nlopt

Delay coordinates embedding and Dataset definitions

Notebooks for SMLP2021

A wrapper for the cMPFIT library for the Nim programming language, https://vindaar.github.io/nim-mpfit/

This package performs 3D non-rigid image registration for medical and synthetic images using truncated hierarchical B-splines (THB-Splines)

Fast, memory-efficient 3D spline interpolation and global kriging, via RBF (radial basis function) interpolation.

Pure Julia Implementation of Geometrically Exact Beam Theory

A simple Cinema 4D plugin that non-destructively projects the points of a spline or polygon object on geometry.

Formulas for mixed-effects models in Python

Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

A Simple Finite Element Method program (AsFem)

Files for my Nonlinear Systems and Controls class.

Draw and edit Lines, Bezier Curves, Splines at runtime, explore your scene and export your paths to Phaser

LaserPulse is a class for storing and handling time-frequency pulses, like for example femtosecond laser pulses

ggplot-based graphics and useful functions for GAMs fitted using the mgcv package

library of numerical methods using Armadillo

Nonlinear Nonparametric Statistics

MATLAB implementations of a variety of nonlinear programming algorithms.

a tool for writing branching nonlinear stories.

The SOUL Virtual Analog Library

Fatou sets in Julia (Fractals, Newton basins, Mandelbrot)

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

Multidimensional B-Spline Interpolation of Data on a Regular Grid

Regression Spline Functions and Classes

Spline based mesh generation

Create wonderful smooth Bézier-, CatMulRom- and Hermite-Splines with Trigger Events for your MonoGame project.

R Package: Regularized Principal Component Analysis for Spatial Data

Computational Methods for Numerical Analysis

Material for a workshop on Bayesian stats with R

Workshop on using Mixed Models with R

All the convenience of lme4 in python

Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.