GitHub topics: nonlinear-regression

Repositories

akpanitorobong/7089CEM-Statistical_Methods_For_Data_Science

CW Code and Dataset for SMDS module at Coventry University. Applied Nonlinear Regression and Bayesian Inference techniques to analyze MEG brain responses from a simulated neuromarketing experiment. The project demonstrates proficiency in modeling complex biological signals and estimating parameter uncertainty using Approximate Bayesian Computation

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Dipolar-Quantum-Gases/jaxfit

GPU/TPU accelerated nonlinear least-squares curve fitting using JAX

Language: Python - Size: 1.31 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 5

syrte/robustgp

Robust Gaussian Process with Iterative Trimming

Language: Jupyter Notebook - Size: 910 KB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 5

tchlux/tlux

Personal research compendium for T.C.H. Lux. Includes codes for nonlinear regression, nearest neighbor calculation, a regular expression engine, a Data storage object, and an interactive plotting library.

Language: Fortran - Size: 1.37 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

abnerbog/levenberg-marquardt-method

Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.

Language: Python - Size: 6.12 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 6

femiguez/nlraa

Nonlinear Regression for Agricultural Applications

Language: R - Size: 6.54 MB - Last synced at: 15 days ago - Pushed at: 24 days ago - Stars: 22 - Forks: 2

evenssalies/Productivity

Algorithms to estimate total factor productivity (TFP) for firms with or without R&D

Language: Stata - Size: 937 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

dmbates/NLreg.jl

Nonlinear regression in Julia

Language: Julia - Size: 772 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 7

JorisChau/gslnls

{gslnls}: GSL multi-start nonlinear least-squares fitting in R

Language: R - Size: 1.62 MB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 16 - Forks: 2

Bodigrim/tasty-bench-fit

Benchmark a given function for variable input sizes and find out its time complexity

Language: Haskell - Size: 20.5 KB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 25 - Forks: 2

afrakilic/Bayesian-nonlinear-variable-selection

Computationally efficient Bayesian variable selection method to identify linear and nonlinear effects in regression models where a predictor (or feature) can have a zero effect, a non-zero linear effect or non-zero non-linear effect on the outcome variables.

Language: R - Size: 3.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Sanaxen/Statistical_analysis

Statistical analysis library including C ++ implementation of linear non-Gaussian aperiodic model (LiNGAM)

Language: C++ - Size: 265 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

DrPaulValle/Modelling-Saccharomyces-cerevisiae-for-the-production-of-fermented-beverages-BEER-2024-

In this work, we formulate a mechanistic model consisting of three first-order Ordinary Differential Equations (ODEs) to describe ethanol production for mezcal by the Saccharomyces cerevisiae yeast using glucose and fructose as substrates.

Language: Python - Size: 839 KB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

OnofriAndreaPG/drcSeedGerm

An R package for seed germination assays

Language: R - Size: 5.61 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

heal-research/HEAL.NonlinearRegression

Fit and evaluate nonlinear regression models.

Language: C# - Size: 933 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

UMN-LATIS/simple-smoothing-spline

Create a regression smoothing spline for a set of points.

Language: TypeScript - Size: 4.35 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 3

ma-nadeau/NonlinearRegression_And_Regularization

Model evaluation by implementing a linear regression model from scratch using non-linear basis functions

Language: Python - Size: 147 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

DrPaulValle/Bioestadistica-para-el-ajuste-de-datos-experimentales

Estimación de tasas de liberación de fármaco en hidrogeles

Size: 979 KB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

bschulz81/robustregression

a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.

Language: C++ - Size: 233 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 4

sdrttnclskn/tez-calismasi

Makine Öğrenme Metotları Kullanılarak Fonların Fiyat Tahmin için Model Geliştirilmesi

Language: Jupyter Notebook - Size: 67.9 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Akashash01/Logistic-regresion

This is an contrast of linear regression model, used to examine the association between the independent variable(category or contineous) with dependent variable(binary), which is an discrete outcome.

Language: Python - Size: 172 KB - Last synced at: 21 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

dschmitz89/simplenlopt

SciPy style API for NLopt

Language: Python - Size: 26 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

busraozdemir0/DataScienceProject

Youtube Trend Video İstatistiklerinin Analizi

Language: Jupyter Notebook - Size: 21.4 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

DrPaulValle/Saccharomyces-cerevisiae-modelling-and-nonlinear-regression-with-normalized-data

Mathematical modeling and fitting by non-linear regression to experimental data in an alcoholic fermentation by the Saccharomyces cerevisiae yeast

Size: 260 KB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

walmes/mrnl

Modelos de Regressão Não Linear

Language: R - Size: 4.61 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

Dascienz/tensorfit

TensorFit is an open source package for curve fitting.

Language: Python - Size: 152 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

prasanth5reddy/CSE-569-Fundamentals-of-Statistical-Learning

CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU

Language: Python - Size: 2.12 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

mshumko/sampex_microburst_widths

Identify and quantify the duration of relativistic microbursts in the SAMPEX/HILT 20 ms data.

Language: TeX - Size: 165 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

jguerrae/QuantilReg_InflationDebt

This repository contains the quantitative analysis based on quantile regression models that examine the interaction between inflation and public debt

Language: Jupyter Notebook - Size: 5.27 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

daniellalemos/PlacentalGrowth

Thesis support repository "Nonlinear regression in growth curves for placental parameters in R".

Language: HTML - Size: 116 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mingdeyu/GMPE-estimation

GMPE-estimation implements a one-stage estimation algorithm to estimate ground-motion prediction equations (GMPE) with spatial correlation. It also quantifies the uncertainty of spatial correlation and intensity measure predictions.

Language: MATLAB - Size: 3.54 MB - Last synced at: 17 days ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 5

hturner/gnm-day-course

one day introduction to generalized nonlinear models using the gnm and logmult R packages

Language: HTML - Size: 864 KB - Last synced at: 10 days ago - Pushed at: 11 months ago - Stars: 8 - Forks: 6

tohid-yousefi/Prediction_with_NonLinear_Regressions

In this section, we will predict with NonLinear Regressions

Language: Jupyter Notebook - Size: 9.54 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

FraJoMen/GA-cal

Fortran software for automatically calibrating constitutive laws using Genetic Algorithms optimization.

Language: Fortran - Size: 8.4 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

mehrotrasan16/PerformanceFlow.js

PerfFlow.js is a javascript package that allows flexible and expressive runtime speculation designed to make your data query-heavy applications more interactive! a continuation of the BD_GIS_Leaflet_Page_UI design project

Language: JavaScript - Size: 493 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

gsubramani/robust-nonlinear-regression

Robust Regression for arbitrary non-linear functions

Language: Python - Size: 147 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 3

Safaa-p/Prediction-of-real-estate-prices

using regression models(Linear Regression, non linear ,regularization)

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sbeignez/MITx-6.86x-Machine-Learning

MITx 6.86x | Machine Learning with Python | From Linear Models to Deep Learning

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jen-thomas/orthoptera-elevational-range-community-composition

Investigating the relationship of elevation and Orthoptera species richness, elevational range and community composition.

Language: R - Size: 433 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

waidschrat/PSM Fork of stigbm/PSM

PSM - Population Stochastic Modelling

Language: R - Size: 6.69 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SonghuaHu-UMD/Mobility_RSIF

Language: Python - Size: 668 KB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

SonghuaHu-UMD/Transit_Bikeshare_COVID19

Language: Python - Size: 5.7 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

madisongarccia/MATH215

Computational Linear Algebra - Python

Language: Python - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DoseResponse/drc

Fitting dose-response models in R

Language: R - Size: 1.21 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 14

lorinanthony/BAKR

Code and Simulations using Bayesian Approximate Kernel Regression (BAKR)

Language: C++ - Size: 4.22 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 3

madelinecraft/Relationship-Between-Childhood-Trauma-and-Cortisol

This project explores the relationship between adverse childhood experiences and cortisol, finding that adverse childhood experiences predict dysregulated daily cortisol rhythms.

Language: SAS - Size: 1.2 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

MNoorFawi/nonlinear-regression

solving nonlinear scoring problems where linear regression doesn't fit well using techniques like Generalized Additive Models (GAM) and Support Vector Regression (SVR).

Language: R - Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

YigitTurali/LGBM_MA

An implementation of a novel Gradient Boosting algorithm inspired by ARMA models, as detailed in the associated IEEE paper on nonlinear sequential regression.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

GiorgiaAuroraAdorni/ML-bachelor-course-labs-sp23

Labs for the Machine Learning bachelor course @ USI SP 23

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GiorgiaAuroraAdorni/ML-bachelor-course-assignments-sp23

Assignments for the Machine Learning bachelor course @ USI SP 23

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DoseResponse/medrc

Hierarchical dose-response models in R

Language: R - Size: 1.09 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 1

S0852306/Surface-Fitting-Neural-Networks

Neural nets for high accuracy multivariable nonlinear regression and classification.

Language: MATLAB - Size: 7.76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

bschulz81/hyperbolicfitdll

This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/

Language: C++ - Size: 254 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0