additive-models

Interpretable additive models for tabular data: classical GAMs (with REML smoothness selection, inference, shape constraints & diagnostics) plus neural additive models (NAM, NBM, NodeGAM, GPNAM, SIAN, SPAM, and more) for regression, classification, and distributional regression.

Piece-wise exponential Additive Mixed Modeling tools

CALM: interpretable by design — accurate locally additive models for tabular data (NeurIPS 2026)

Additive Models for Prediction

Basis and penalty matrices in JAX

Ferenci Tamás: Simítás, spline-ok, additív modellek

Official Implementation of ARACHNET: INTERPRETABLE SUB-ARACHNOID SPACE SEGMENTATION USING AN ADDITIVE CONVOLUTIONAL NEURAL NETWORK

PAGER is an efficient genotype encoding strategy designed to improve the detection of non-additive genetic variation in complex trait association studies. PAGER dynamically encodes genetic variants by normalizing mean phenotypic differences between genotype classes.

ENSAI : Stage 2A - modèles additifs fonctionnels & déconvolution

Statistical inference in sparse high-dimensional additive models

Analyses scripts used for Algermissen, J. & den Ouden, H. E. (2024). Pupil dilation reflects effortful action invigoration in overcoming aversive Pavlovian biases. Cognitive, Affective, & Behavioral Neuroscience

Pedestrians destination prediction

Bayesian Hierarchical Additive Models

A Python Package for a Sparse Additive Boosting Regressor

İBB'nin İkitelli'de bulunan güneş enerjisi panellerinin gelecek zamanda üretecekleri toplam enerjinin tahmininin yapılmasına ilişkin oluşturulmuş repository.

An introduction to the concepts of Survival Analysis and its implementation in lifelines package for Python.

Teleològic i abductiu: Una aproximació als models additius per la interpretabilitat.

Analysis to forecast IHSG based on several macro economic indicator using Generalize Additive Model.

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

Some decision models for the nutri-score label of foods