benedekrozemberczki/awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations in Python.
Python
AI & Machine Learning
Machine Learning Ops
CC0-1.0
1.0K
Stars
163
Forks
May 11, 2019
Created
Jan 5, 2026
Last Updated
Project Analytics
Stars Growth (1 Month)
+6
+0.6% change
Avg Daily Growth (1 Month)
+0.2
stars per day
Fork/Star Ratio (All Time)
15.6%
Good engagement
Lifetime Growth
0.4
stars/day over 2.5K days
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Topics
adaboost
boosting
catboost
classification-algorithm
classification-tree
classification-trees
classifier
decision-tree
deep-learning
gradient-boosted-trees
gradient-boosting
gradient-boosting-classifier
gradient-boosting-decision-trees
gradient-boosting-machine
h2o
lightgbm
machine-learning
random-forest
xgboost
xgboost-algorithm
AI-Generated Tags
machine-learning
classification
gradient-boosting
research-papers
python-library
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