6 results found Sort:

StatMixedML
XGBoostLSS StatMixedML
61
579
apache-2.0
26
An extension of XGBoost to probabilistic modelling
gamlss xgboost machine-learning normalizing-flows prediction-intervals mixture-density-model uncertainty-estimation multi-target-regression probabilistic-forecasts distributional-regression
Created 2019-06-16
978 commits to master branch, last one about a year ago
StatMixedML
LightGBMLSS StatMixedML
30
289
apache-2.0
11
An extension of LightGBM to probabilistic modelling
gamlss lightgbm machine-learning normalizing-flows prediction-intervals mixture-density-model uncertainty-estimation distributional-regression probabilistic-forecasting
Created 2020-07-03
194 commits to master branch, last one 10 months ago
sktime
skpro sktime
51
253
bsd-3-clause
11
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
ai python sktime sklearn framework prediction regression data-science distributions time-to-event survival-models machine-learning survival-analysis failure-prediction survival-prediction distributional-regression probability-distributions
Created 2017-09-11
482 commits to main branch, last one 8 days ago
gavinsimpson
gratia gavinsimpson
28
212
other
10
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
r lm gam glm gamm mgcv ggplot2 splines r-package smoothing random-effects penalized-spline distributional-regression generalized-additive-models generalized-additive-mixed-models
Created 2018-08-16
2,775 commits to main branch, last one a day ago
basf
mamba-tabular basf
11
190
mit
7
Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambul...
ple rnn ssm node tabm mamba saint resnet tabular regression deeplearning preprocessing classification ft-transformer tabtransformer tabular-learning state-space-models tabular-deep-learning distributional-regression piecewise-linear-encoding
Created 2024-05-03
693 commits to master branch, last one about a month ago
StatMixedML
CatBoostLSS StatMixedML
13
142
mit
14
An extension of CatBoost to probabilistic modelling
gamlss catboost machine-learning prediction-intervals uncertainty-estimation probabilistic-forecasts distributional-regression
Created 2019-12-20
44 commits to master branch, last one about a year ago