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GitHub / StatMixedML / LightGBMLSS
An extension of LightGBM to probabilistic modelling
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StatMixedML%2FLightGBMLSS
Stars: 228
Forks: 21
Open Issues: 1
License: apache-2.0
Language: Python
Repo Size: 32 MB
Dependencies:
13
Created: almost 4 years ago
Updated: 21 days ago
Last pushed: 3 months ago
Last synced: 20 days ago
Topics: distributional-regression, gamlss, lightgbm, machine-learning, mixture-density-model, normalizing-flows, prediction-intervals, probabilistic-forecasting, uncertainty-estimation
Files
Dependencies
- ipywidgets *
- lightgbm *
- matplotlib *
- numpy *
- optuna *
- pandas *
- plotnine *
- properscoring *
- scikit-learn >=0.24.2
- scipy *
- shap *
- torch *
- tqdm *