| microsoft/LightGBM |
15,819 |
|
278 |
574 |
about 2 years ago |
34 |
September 12, 2023 |
345 |
mit |
C++ |
| A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. |
| catboost/catboost |
7,564 |
|
0 |
12 |
about 2 years ago |
20 |
September 19, 2023 |
539 |
apache-2.0 |
Python |
| A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. |
| benedekrozemberczki/awesome-gradient-boosting-papers |
930 |
|
0 |
0 |
almost 3 years ago |
0 |
|
1 |
cc0-1.0 |
Python |
| A curated list of gradient boosting research papers with implementations. |
| Freemanzxp/GBDT_Simple_Tutorial |
371 |
|
0 |
0 |
almost 7 years ago |
0 |
|
2 |
apache-2.0 |
Python |
| python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision |
| yarny/gbdt |
253 |
|
2 |
0 |
about 7 years ago |
7 |
November 08, 2016 |
4 |
apache-2.0 |
C++ |
| Gradient boosting decision trees. |
| thomaskeck/FastBDT |
237 |
|
0 |
0 |
about 8 years ago |
0 |
|
2 |
gpl-3.0 |
C++ |
| Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface |
| ajtulloch/sklearn-compiledtrees |
219 |
|
1 |
0 |
almost 5 years ago |
9 |
April 04, 2014 |
3 |
mit |
Python |
| Compiled Decision Trees for scikit-learn |
| kingfengji/mGBDT |
62 |
|
0 |
0 |
over 7 years ago |
0 |
|
1 |
|
Python |
| This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) . |
| mc2-project/federated-xgboost |
60 |
|
0 |
0 |
almost 3 years ago |
0 |
|
12 |
|
C++ |
| Federated gradient boosted decision tree learning |
| cgreer/alpha-zero-boosted |
60 |
|
0 |
0 |
over 5 years ago |
0 |
|
0 |
|
Python |
| A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM) |
