#计算机科学#LightGBM是一个基于决策树算法的分布式梯度提升框架(GBT、GBDT、GBRT、GBM或MART),用于排名、分类和许多其他机器学习任务。
Gradient boosted models
#计算机科学# XGBoost的全称是经过优化的分布式梯度提升库,旨在高效、灵活且可移植。提供Python、R、Java、Scala等库
a python code of applying GBDT+LR for CTR prediction
Python binding for Microsoft LightGBM
A full pipeline AutoML tool for tabular data
Gradient boosted models (the old gbm package)
Game Backup Monitor - Automatically backup your saved games!
An extension of LightGBM to probabilistic modelling
Nanopi M4 RK3399 base minimal image for development (mali fbdev / gbm) - Camera support
Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.
#计算机科学#H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Me...
翻译 - 适用于更智能应用的开源快速可扩展机器学习平台:深度学习,梯度提升和XGBoost,随机森林,广义线性建模(逻辑回归,弹性网),K均值,PCA,堆叠集成,自动机器学习(AutoML)等。
Tilemap GB - Console App - AND - GIMP plugin for importing & exporting Game Boy game tilemaps and tilesets (as bitmap images or .GBM/.GBR files. Related tools: GBTD, GBMB, GBDK, Zal0-ZGB)
我们评估了基于分子描述符的五种机器学习算法 [随机森林 (RF),支持 向量回归 (SVR),深度学习模型 (DNN),梯度提升树 (GBM),Adaboost 提升树 (ADA) 以及基于图的三种图神经网络 [信息传递神经网络 (D-MPNN), Attentive FP 模型, 图卷 积神经网络 GCN] 来解决化合物毒性预测的问题。使用超级学习器(Super learner)方 法搭建了三层...