3 results found Sort:

s-marton
GRANDE s-marton
9
89
mit
1
(ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
tabular-data decision-tree tree-ensemble decision-trees tree-ensembles gradient-descent
Created 2023-09-27
43 commits to master branch, last one 29 days ago
linkedin
TE2Rules linkedin
6
53
other
6
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
xgboost random-forest rule-learning explainability explainable-ai tree-ensembles interpretability interpretable-ai machine-learning
Created 2022-10-31
129 commits to main branch, last one 12 months ago
StochasticTree
stochtree StochasticTree
11
31
other
3
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
bart decision-trees tree-ensembles bayesian-methods machine-learning probabilistic-models gradient-boosted-trees bayesian-machine-learning
Created 2023-09-17
665 commits to main branch, last one 10 days ago