GPU-accelerated Levenberg-Marquardt curve fitting in CUDA
High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data
Ceres.js is a javascript port of the Ceres solver. Ceres Solver is an open source C++ library for modeling and solving large, complicated optimization problems. It can be used to solve Non-linear Least Squares problems with bounds constraints and general unconstrained optimization problems. It is a mature, feature rich, and performant library.
C++ wrapper of gsl non-linear least-squares fit.
Training of a neural network for nonlinear regression prediction with TensorFlow and Keras API.
**curve_fit_utils** is a Python module containing useful tools for curve fitting
Archived repo (see Readme) - R package for regression and discrimination, with special focus on chemometrics and high-dimensional data.
Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB
ANFIS Non-Linear Regression for Average Localization Error Dataset
Mixtures-of-ExperTs modEling for cOmplex and non-noRmal dIsTributionS
The projects are part of the graduate-level course CSE-574 : Introduction to Machine Learning [Spring 2019 @ UB_SUNY] . . . Course Instructor : Mingchen Gao (https://cse.buffalo.edu/~mgao8/)
Machine learning concepts implemented in python.
Shiny interface for growth model fit
Define, build, and evaluate machine learning models for real-world applications
This repository is intended to provide a slideshow of classification models, with a focus on the statistical properties of each approach. Specifically, a wide variety of both linear and non-linear methods are adopted and then compared, ranging from Linear Probability Model and Logistic Regression to Quadratic Discriminant Analysis and Generalise…
This is Repository in which I will upload projects done in MTH 686 A in IIT Kanpur . The course instructor is our favorite and respected Sir Debashis Kundu
Repo for the famous SA Heart Disease dataset. We demonstrate the importance of considering non-linear terms, and using splines in R.
Analysis of Public High Schools Admitting Students by Examination in Turkey
A C++ header-only library for useful tools on optimization, statistics and curve fitting
Machine Learning (ML) by using Python
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