Projects in Awesome Lists tagged with distributional-regression
A curated list of projects in awesome lists tagged with distributional-regression .
https://github.com/statmixedml/xgboostlss
An extension of XGBoost to probabilistic modelling
distributional-regression gamlss machine-learning mixture-density-model multi-target-regression normalizing-flows prediction-intervals probabilistic-forecasts uncertainty-estimation xgboost
Last synced: 16 May 2025
https://github.com/statmixedml/lightgbmlss
An extension of LightGBM to probabilistic modelling
distributional-regression gamlss lightgbm machine-learning mixture-density-model normalizing-flows prediction-intervals probabilistic-forecasting uncertainty-estimation
Last synced: 04 Apr 2025
https://github.com/sktime/skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
ai data-science distributional-regression distributions failure-prediction framework machine-learning prediction probability-distributions python regression sklearn sktime survival-analysis survival-models survival-prediction time-to-event
Last synced: 15 May 2025
https://github.com/gavinsimpson/gratia
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
distributional-regression gam gamm generalized-additive-mixed-models generalized-additive-models ggplot2 glm lm mgcv penalized-spline r r-package random-effects smoothing splines
Last synced: 15 May 2025
https://github.com/statmixedml/catboostlss
An extension of CatBoost to probabilistic modelling
catboost distributional-regression gamlss machine-learning prediction-intervals probabilistic-forecasts uncertainty-estimation
Last synced: 25 Mar 2025
https://github.com/statmixedml/dgbm
Distributional Gradient Boosting Machines
decision-trees distributional-regression gradient-boosting lightgbm machine-learning normalizing-flow probabilistic-modeling quantile-estimation uncertainty-quantification xgboost
Last synced: 25 Mar 2025
https://github.com/statmixedml/py-boostlss
An extension of Py-Boost to probabilistic modelling
distributional-regression gamlss gradient-boosting-machine machine-learning multi-target-regression probabilistic-modeling quantile-estimation uncertainty-estimation
Last synced: 03 Dec 2024
https://github.com/stan125/distreg.vis
Framework for the visualization of distributional regression models
bamlss distributional-regression gamlss r shiny visualization
Last synced: 23 Mar 2025
