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

Machine learning concepts implemented in python.

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/)

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.

This repository is on Machine Learning using Python 3.8.3 using Visual Studio Code. Most of the programs are from IBM Machine Learning course and some algorithms (course out of scope) are presenterd only for learning purpose. These codes will be on topics like Regression, Classification, Clustering and Recommender Systems.

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