Search Results - RepositoryStats

59

569

apache-2.0

27

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 11 months ago

LightGBMLSS StatMixedML

28

284

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 9 months ago

skpro sktime

47

250

bsd-3-clause

12

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

470 commits to main branch, last one 6 days ago

mamba-tabular basf

9

158

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 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

588 commits to master branch, last one 17 days ago

CatBoostLSS StatMixedML

13

141

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