Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: general-additive-model

ottenbreit-data-science/aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

Language: C++ - Size: 6.13 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 17 - Forks: 4

xabilopalf/GAMMANN-Vir

GAMM and ANN modelling for Viral Abundance Time Series

Language: R - Size: 13.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ml-lib/CodeLib

Code library for common machine learning algorithms

Language: Python - Size: 1.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

IbrahimElzahaby/Statistics_for_Data_Scientists_-SDS-

SDS course assignments

Language: R - Size: 439 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

business-science/gammodels

The parsnip backend for GAM Models.

Language: R - Size: 125 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

bbvadata/additiveRegressionSpline

Spline regression and additive models (Simple introduction with C++). We provide an example of C++ implementation of additive regression splines through Rcpp and RcppArmadillo.

Language: C++ - Size: 25.9 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 2

Related Keywords
general-additive-model 6 machine-learning 4 gam 3 logistic-regression 2 linear-regression 2 random-forest 2 statistics 1 gap-statistic 1 glmnet 1 knn 1 optimization 1 optimization-algorithms 1 prophet 1 pygam 1 python 1 python310 1 timeseries 1 xgboost 1 anova 1 r 1 bootstraping 1 decision-tree 1 decision-trees 1 dimentionality-reduction 1 mixed-models 1 regularized-regression 1 cpp 1 reml 1 parsnip 1 tidymodels 1 ai 1 artificial-intelligence 1 classification 1 explainability 1 explainable-ai 1 explainable-ml 1 generalized-linear-models 1 glm 1 gradient-boosting 1 interpretability 1 interpretable-ai 1 interpretable-machine-learning 1 interpretable-ml 1 piecewise-linear-regression 1 regression 1 scikit-learn 1 transparency 1 anomaly-analysis 1 biostatistics 1 marine-ecology 1 neural-networks 1 time-series 1 time-series-analysis 1 virology 1 bates-granger 1 clustering 1 fbprophet 1