bma114/corroded-RC-beam-moment-capacity

Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.

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bma114/corroded-steel-machine-learning

Example machine learning applications for the determination of the residual yield force of corroded steel bars tested under monotonic tensile loading. Data is collected from 26 experimental programs avaialbe in the literature.

Language: Python - Size: 79.1 KB - Last synced: about 18 hours ago - Pushed: about 19 hours ago - Stars: 1 - Forks: 1

hsbadr/additive

Bindings for Additive TidyModels

Language: R - Size: 7.23 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 7 - Forks: 1

TomStog/curved-text-alignment

A function that takes as input a cropped text line image, and outputs the dewarped image.

Language: Python - Size: 1.31 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 10 - Forks: 1

gavinsimpson/gratia

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

Language: R - Size: 251 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 188 - Forks: 28

JoKra1/mssm

Toolbox to estimate Generalized Additive Mixed Models and their Markov-switching extensions in Python

Language: Python - Size: 36.4 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 4 - Forks: 0

JoKra1/mssm_tutorials

Tutorials for the mssm toolbox!

Language: Jupyter Notebook - Size: 6.03 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

LCBC-UiO/galamm

An R package for estimating generalized additive mixed models with latent variables

Language: C++ - Size: 24 MB - Last synced: 23 days ago - Pushed: about 2 months ago - Stars: 22 - Forks: 2

noaa-afsc/sdmgamindex

R package for calculating survey indices by age from DATRAS exchange data. Adapted from Casper W. Berg @casperwberg.

Language: R - Size: 1.41 GB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

hendersontrent/GAM.jl

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

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williamagyapong/data-mining-projects

Houses a series of projects I worked on for a course in Data Mining that I took in my Ph.D. Data Science program at UTEP in the Fall of 2022. Covers areas such as Regularized Logistic Regression, Optimization, Kernel Methods, PageRank, Kernel PCA, Association Rule Mining, Anomaly Detection, Parametric/Nonparametric Nonlinear Regression, etc.

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TomStog/Infrared-BP

The dataset used for the "Non-Contact Blood Pressure Estimation using infrared motion magnified facial video" publication. The code developed is to fit the data to the reference Blood Pressure values.

Language: Python - Size: 10.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 6 - Forks: 0

stefanocoretta/gamm-workshop

An introduction to GAM(M)s

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chrismainey/GAMworkshop

GAM workshop for NHS-R Community Conference 2023

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m-clark/generalized-additive-models

A document introducing generalized additive models.📈

Language: R - Size: 65.8 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 68 - Forks: 34

poloclub/gam-coach

Personal coach to help you obtain desired AI decisions!

Language: JavaScript - Size: 38.1 MB - Last synced: 21 days ago - Pushed: 8 months ago - Stars: 16 - Forks: 3

ColeConte/gam

Exploration of generalized additive models.

Language: R - Size: 1.16 MB - Last synced: 5 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

rhnfzl/data-aware-hypothesis-COVID19

Proposing data-aware alternate hypothesis on the COVID-19 dataset

Language: R - Size: 62.5 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

arturstat/smoothHR

Smooth Hazard Ratio Curves Taking a Reference Value

Language: R - Size: 90.8 KB - Last synced: 5 days ago - Pushed: 3 months ago - Stars: 2 - Forks: 2

Niccolo-Ajroldi/Nonparametric-Statistics-Project

Nonparametric analysis of 2020 US presidential elections.

Language: R - Size: 32.7 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

hurshd0/must-read-papers-for-ml

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

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bhanu006/Statistical-Analysis-of-the-Adult-Census-Income-Dataset

Comprehensive statistical analysis of the Adult Census Income Dataset, employing Z-tests, ANOVA, and Tukey's test for categorical data, alongside various modeling techniques such as logistic regression, stepwise selection, Lasso/Ridge Logistic Regression, and Generalized Additive Models (GAM).

Language: Jupyter Notebook - Size: 122 KB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

QCBSRworkshops/workshop08

Workshop 8 - Generalized additive models (GAMs)

Language: CSS - Size: 157 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 8 - Forks: 5

gavinsimpson/schoenberg

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

Language: R - Size: 262 KB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 26 - Forks: 2

jasb3110/COVIDPERU

To analyse COVID data-set in Peru which provides by government.

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TomStog/Infrared-SpO2

The dataset used for the "A non-contact SpO2 estimation using video magnification and infrared data" publication

Language: Python - Size: 49.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 6 - Forks: 0

3DGenomes/binless

Resolution-independent normalization of Hi-C data

Language: C++ - Size: 558 MB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 2

m-clark/generalized-additive-models-workshop-2019

A workshop on using generalized additive models and the mgcv package.

Language: R - Size: 15.2 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 26 - Forks: 16

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: 8 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

AdrianKriger/r-trend-surfaces

Trend Surface Analysis with R (Cape Flats Aquifer)

Size: 4.64 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

satyakamacodes/Exploring-the-non-linear-relationship-between-Crimes-and-GDP-using-Generalized-Additive-Models

This repository contains the script and figures of the conference paper selected for presentation at the Latin American Conference of Computationa Intelligence 2018. The abstract of the paper is as follows: Crime is an important social and economic problem of South Africa. Though certain categories of crimes are of serious proportions, yet on aggregate the overall crime situation in the country has considerably improved in the last decade or so. A number of previous studies across other countries have shown a positive or negative relationship between crime and economic growth. On a microeconomic/provincial scale, this paper studies the relationship between various categories of crimes and economic growth using the non-linear modeling technique of Generalized Additive Models. Such a modeling approach helps in understanding how various categories of crimes complexly affect GDP.

Language: R - Size: 569 KB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 8 - Forks: 1

OswaldoLeyva/modeling_atmospheric_data

A project for modeling atmospheric data to try to predict temperature values using a linear model and a generalized additive model

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AhmetZamanis/ConcreteStrengthGAM

Predicting concrete compressive strength using GAM regression.

Size: 16.9 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

aprabaswara/Forecasting-UK-Electricity-Demand

Machine learning model for forecasting short-term electricity demand in the UK.

Language: R - Size: 40.3 MB - Last synced: 5 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

TxWRI/lavaca-nutrients

Data and code repository for Lavaca Bay nutrient loading project.

Language: R - Size: 163 MB - Last synced: 21 days ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

gautam-sabnis/IMSM2016

Language: TeX - Size: 24.9 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

adibender/pammtutorial-smj

Code and materials to reproduce graphics in "A generalized additive model approach to time-to-event analysis"

Language: TeX - Size: 156 KB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

m-clark/Workshops

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m-clark/stars

structured additive regression models talk

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GreatArcStudios/Non-Linear-Election-Predictions

Predicting Elections Using GAMs and Post-Stratification

Size: 36.5 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

Exion35/load-forecasting

Repository for the Machine Learning for Time Series MVA course project.

Language: Jupyter Notebook - Size: 108 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

afrakilic/R-Packages-for-GP

Available R-Packages for Gaussian Process Regression

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SelfExplainML/GAMMLI

Explainable Recommendation Systems

Language: Python - Size: 15.8 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 3

boyiguo1/Manuscript-BHAM

Manuscript Repository of _Spike-and-Slab LASSO Generalized Additive Models and Scalable Algorithms for High-Dimensional Data Analysis_

Language: TeX - Size: 99.3 MB - Last synced: 24 days ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

ngiangre/kidsides

a database for pediatric drug safety signals

Language: R - Size: 13 MB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

egenn/gamsel2 Fork of cran/gamsel

Generalized Additive Model Selection by Chouldechova and Hastie 2015

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SelfExplainML/GamiNet Fork of ZebinYang/gaminet

GAMI-Net: Generalized Additive Models with Structured Interactions

Language: Python - Size: 86.8 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 19 - Forks: 5

anishsingh20/Statistical-Learning-using-R

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.

Language: R - Size: 3.26 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 28 - Forks: 24

nbhushan/Generalised-Additive-Models

Generalised additive models (think deep learning, but interpretable)

Language: R - Size: 7.81 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

BrunaLab/HeliconiaDemography 📦

Effects of drought and habitat fragmentation on Heliconia acuminata.

Language: R - Size: 99.3 MB - Last synced: 12 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

cbrummitt/machine_learned_patterns_in_economic_development

Paper on identifying patterns in economic development using statistical learning

Language: Jupyter Notebook - Size: 28 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 2

ctesta01/covid.gradient.estimation

Using generalized additive models to analyze COVID-19 US county level mortality data

Language: HTML - Size: 297 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

Jamie-Behan/AM_Plaice_environmental_drivers

This repository houses the data used to build and run the exploratory GAM analyses that were used to identify potential ecosystem drivers on American plaice population dynamics.

Language: R - Size: 6.57 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

Jamie-Behan/Atlantic_cod

To help identify ecosystem and climate influences on Atlantic cod, generalized additive models were used to examine associations between Atlantic cod population dynamics and environmental variables in the Northwest Atlantic region.

Language: R - Size: 286 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 1

clissa/Statistical_Learning Fork of amacaluso/Statistical_Learning

Overview of statistical learning methods for classification

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ztizzlegaming/framingham-glm

Analysis of data from the Framingham Heart Study using generalized linear models.

Language: R - Size: 1010 KB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

davidruegamer/deepregression

Fitting Semi-Structured Deep Distributional Regression in R

Language: R - Size: 6.21 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

MicheleDiSabato/statistics-behind-spotify

Is it possible to predict the popularity of a song based on its technical features? Which aspect of a song should an artist focus on to get more visibility? Could record labels or a new up-and-coming artist benefit from these data-driven and data-informed decisions?

Language: R - Size: 17 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

gavinsimpson/ncse-seminar-2022

National Centre for Statistical Ecology seminar, Feb 9th, 2022

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dteuscher1/Catcher-Framing

Project for generalized linear models class at BYU. Modeling the probability that a pitch is a strike using generalized additive models and determining catcher framing abilities and umpire influence on the strike zone using generalized linear mixed models.

Language: R - Size: 2.97 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

akleinhesselink/riparian-grazing-management

This repository contains code and data for recreating the analysis used in "Mitigating ecosystem service tradeoffs in rangelands by using grazing duration and timing to manage water quality" to be published in the Journal of Applied Ecology.

Language: R - Size: 2.38 MB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

reese3928/NBAMSeq

Negative Binomial Additive Model for RNASeq Data

Language: R - Size: 46.9 KB - Last synced: 4 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

matt-sd-watson/biostatistics_in_r

biostatistical workflows in R covering regression and classification models

Language: R - Size: 287 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

dataandcrowd/SpInterpolation

Thesis Chatper 3: This repository compares Spatial Interpolation methods to predict Seoul's air pollution

Language: HTML - Size: 39.8 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0