non-linear-regression

There are 1 repository under non-linear-regression topic.

gpufit / Gpufit
GPU-accelerated Levenberg-Marquardt curve fitting in CUDA
gpu-computing non-linear-regression curve-fitting super-resolution gpu-acceleration gpu-programming levenberg-marquardt
Language:C++ 301
GeoscienceAustralia / HiQGA.jl
High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data
geophysics bayesian-inference gauss-newton non-linear-regression aem csem magnetotellurics images gaussian-processes trans-dimensional parallel-tempering reversible-jump-mcmc julia-language
Language:Julia 33
Ceres.js
Pterodactylus / Ceres.js
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.
ceres-solver equation-solver javascript non-linear-optimization non-linear-regression non-linear-solver solver cubic-solver quadratic-solve-js quadratic-solver
Language:C++ 20
ahmetozlu / nonlinear_regression_keras
Training of a neural network for nonlinear regression prediction with TensorFlow and Keras API.
non-linear-regression regression-model neural-networks machine-learning deep-learning regression-algorithms regression-analysis keras regression-keras tensorflow regression-tensorflow nonlinear-regression-keras non-linear-regression-keras
Language:Jupyter Notebook 15
Eleobert / gsl-curve-fit
C++ wrapper of gsl non-linear least-squares fit.
curve-fitting least-squares non-linear-regression
Language:C++ 15
mlesnoff / rchemo
Archived repo (see Readme) - R package for regression and discrimination, with special focus on chemometrics and high-dimensional data.
dimension-reduction discrimination chemometrics knn regression-models lwplsr kernel-methods ridge-regression pca partial-least-squares-regression non-linear-regression plsda latent-variable-models lwplsda svm signal-processing ridge-discrimination kernel-pca fda spectroscopy
Language:R 14
ndrearu / curve_fit_utils
**curve_fit_utils** is a Python module containing useful tools for curve fitting
data-science data-analysis statistical-analysis statistics regression fitting curve-fitting least-squares least-square-regression non-linear-regression chisquare confidence-intervals bootstrap-resampling jackknife bootstrap-method statistical-tests prediction-intervals prediction-band confidence-band
Language:Python 14
domsearson / gptips-2-0
Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB
machine-learning machine-learning-algorithms non-linear-regression predictive-modeling explainable-ai explainable-ml genetic-algorithm genetic-programming bio-inspired equations models hypothesis-ml xai hypothesis-generation sym-xai
Language:MATLAB 13
fchamroukhi / MEteorits
Mixtures-of-ExperTs modEling for cOmplex and non-noRmal dIsTributionS
artificial-intelligence clustering em-algorithm mixture-of-experts neural-networks non-linear-regression prediction robust-learning skew-normal skew-t skewed-data statistical-inference statistical-learning t-distribution unsupervised-learning
Language:R 4
SeyedMuhammadHosseinMousavi / ANFIS-Non-Linear-Regression-for-Average-Localization-Error-Dataset
ANFIS Non-Linear Regression for Average Localization Error Dataset
regression non-linear-regression anfis anfis-regression ale
Language:MATLAB 4
Escapist-007 / ML_Projects
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/)
backpropagation bias-variance-tradeoff classification-algorithm handwritten-digit-recognition lda linear-discriminant-analysis-lda linear-regression machine-learning mlp-network mnist-handwriting-recognition multiclass-logistic-regression neural-network non-linear-regression qda quadratic-discriminant-analysis regression-algorithms regularization ridge-regression svm-classifier tensorflow
Language:Jupyter Notebook 3
JonasVasconcelos / FiShiny
Shiny interface for growth model fit
growth-models shiny-apps aic bootstrap chi-square-test fish-biology population-dynamics length-data age-database non-linear-regression r-for-everyone
Language:R 3
Machine_Learning_with_Python
Tarun-Kamboj / Machine_Learning_with_Python
Machine learning concepts implemented in python.
reccomendersystem dbscan hierarchical-clustering decision-trees k-means svms logistic-regression knn-classifier non-linear-regression polynomial-regression linear-regression artificial-neural-networks machine-learning python jupyter-notebook
Language:Jupyter Notebook 3
TrainingByPackt / Practical-Machine-Learning-with-R
Define, build, and evaluate machine learning models for real-world applications
neural-network r mice linear-regression rpart random-forest non-linear-regression classification
Language:R 3
airdipu / Data-Mining-using-R
This project is on Data Mining process using R depending on ISLR book.
r data-mining lda pca logisticsregression svm svm-classifier linear-regression decision-trees non-linear-regression pls pcr ridge-regression subset-selection
Language:R 2
amacaluso / Statistical_Learning
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 Generalised Additive Models.
statistical-learning machine-learning-algorithms non-linear-regression
Language:HTML 2
barslan16 / high-school-analysis
Analysis of Public High Schools Admitting Students by Examination in Turkey
analysis visualization non-linear-regression education-policy data-scraping
Language:HTML 2
cgatama / Machine-Learning-with-Python
Machine Learning (ML) by using Python
classification-algorithm clustering-algorithm dbscan-clustering-algorithm decision-tree-classifier decision-trees hierachical-clustering k-means-clustering k-means-implementation-in-python k-nearest-neighbors linear-regression logistic-regression machine-learning-algorithms non-linear-regression scikit-learn scipy simple-regression supervised-machine-learning unsupervised-machine-learning
Language:Jupyter Notebook 2
igormcoelho / optstats
A C++ header-only library for useful tools on optimization, statistics and curve fitting
cpp least-squares linear-regression non-linear-regression students-t t-test
Language:C++ 2
Robby955 / SAHeartDisease
Repo for the famous SA Heart Disease dataset. We demonstrate the importance of considering non-linear terms, and using splines in R.
non-linear-regression splines
Language:R 2
sdeepak09 / MTH686A-Non-linear-Regression-Projects
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
non-linear-regression regression linear-regression prony-method osborne-method contour-plot prediction mth686a
Language:R 2
a-memme / snapchat_correlation_analysis
Utilizing Python and R to perform statistical analyses on real-world snapchat performance data to discover how various metrics relate to viewership
correlation linear-regression asymptotic-analysis ggplot2 michaelis-menten non-linear-regression numpy olsr pandas python r-studio statistical-analysis
Language:Jupyter Notebook 1
AGhosh1200 / HR-interviewee-salary-negotiation
Using various non-linear regression models the HR team of a company tries to predict whether the expected salary quoted by an interviewee is suitable for his position or not.
support-vector-regression decision-tree-regression random-forest-regression non-linear-regression machine-learning data-science
Language:Jupyter Notebook 1
akashe / DeepLearningLibrary
This library gives a modular design for better control of gradient passing between architecture components. Useful for architectures not using a traditional forward and backward pass.
backpropagation custom-autodiff custom-backpropagation deep-learning linear-regression logistic-classification logistic-regression non-linear-regression pytorch
Language:Jupyter Notebook 1
asen16 / high-schools-analysis
Analysis of Public High Schools Admitting Students by Examination in Turkey
analysis data-scraping education-policy non-linear-regression visualization
Language:HTML 1
cainmagi / tensorflow-guide
A Chinese guide book for learning Tensorflow from a starter.
tensorflow tensorflow-tutorials tensorflow-experiments tensorflow-examples tutorial tutorial-code tutorials tutorial-sourcecode linear-classifier linear-classification linear-regression linear-regressor optimization optimization-algorithms optimizer self-defined-layer non-linear-regression nonlinear-regression nonlinear-optimization non-linear-optimization
Language:HTML 1
jlbrosnahan / Predict-House-Prices
Regression problem predicting Boston house prices in RStudio
non-linear-regression linear-regression ensemble-machine-learning model-comparison transforms
Language:R 1
Kevin-Patyk / Supervised-Learning-and-Visualization
My personal repository for all of my work for the Statistical Learning and Visualization course at UU in the fall of 2021.
rstudio regression-models classification trees predictive-modeling data-visualization data-science regression non-linear-regression machine-learning
Language:HTML 1
Manar20575 / Household-Power-Consumption
Household-Power-Consumption Machine Learning Project
decision-tree knn-regression linear-regression machine-learning non-linear-regression regression-models
Language:Jupyter Notebook 1
nathaneastwood / nlstimedist
Non-linear model fitting of time distribution of biological phenomena
cran non-linear-regression r
Language:R 1
rafaelvilelasr / ENG1135---Projeto-de-Gradua-o-em-Engenharia-TCC-
Graduation Final Project on electrical engineering (PUC-Rio)
helioscope non-linear-regression nrel photovoltaic pvsyst python sam solar-energy
Language:Jupyter Notebook 1
SamirWagle / Non-Linear-Regressione-Using-Machine-Learning
Machine Learning project. Implementation of different linear and non linear regression and finding out which one is best for us
machine-learning matplotlib ml non-linear-regression numpy pandas-library python
Language:Jupyter Notebook 1
talisma-cassoma / The-method-of-least-squares-on-Matlab
it's a standard approach in regression analysis to approximate the solution of overdetermined systems (sets of equations in which there are more equations than unknowns)
predictions matlab least-square-regression machine-learning-algorithms polynomial-regression non-linear-regression
Language:MATLAB 1
tejal04 / Machine-Learning-Practice
Implemented Traditional ML models for Regression and Classification using sklearn.
linear-regression knn-classification non-linear-regression polynomial-regression decison-trees
Language:Python 1
worklifesg / Machine-Learning-IBM
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.
machine-learning machine-learning-algorithms python regression-algorithms classification knn-classification non-linear-regression ordinal-regression logistic-regression decision-trees svm-classifier support-vector-machine clustering-algorithm
Language:Jupyter Notebook 1
zeyadissa / ae_modelling
A simple bayesian approach to identifying the drivers behind A&E breaches, including occupied bed ratios.
ae bayesian health modelling nhs non-linear-regression wait-time zoib
Language:R

non-linear-regression

gpufit / Gpufit

GeoscienceAustralia / HiQGA.jl

Pterodactylus / Ceres.js

ahmetozlu / nonlinear_regression_keras

Eleobert / gsl-curve-fit

mlesnoff / rchemo

ndrearu / curve_fit_utils

domsearson / gptips-2-0

fchamroukhi / MEteorits

SeyedMuhammadHosseinMousavi / ANFIS-Non-Linear-Regression-for-Average-Localization-Error-Dataset

Escapist-007 / ML_Projects

JonasVasconcelos / FiShiny

Tarun-Kamboj / Machine_Learning_with_Python

TrainingByPackt / Practical-Machine-Learning-with-R

airdipu / Data-Mining-using-R

amacaluso / Statistical_Learning

barslan16 / high-school-analysis

cgatama / Machine-Learning-with-Python

igormcoelho / optstats

Robby955 / SAHeartDisease

sdeepak09 / MTH686A-Non-linear-Regression-Projects

a-memme / snapchat_correlation_analysis

AGhosh1200 / HR-interviewee-salary-negotiation

akashe / DeepLearningLibrary

asen16 / high-schools-analysis

cainmagi / tensorflow-guide

jlbrosnahan / Predict-House-Prices

Kevin-Patyk / Supervised-Learning-and-Visualization

Manar20575 / Household-Power-Consumption

nathaneastwood / nlstimedist

rafaelvilelasr / ENG1135---Projeto-de-Gradua-o-em-Engenharia-TCC-

SamirWagle / Non-Linear-Regressione-Using-Machine-Learning

talisma-cassoma / The-method-of-least-squares-on-Matlab

tejal04 / Machine-Learning-Practice

worklifesg / Machine-Learning-IBM

zeyadissa / ae_modelling