catboost · GitHub Topics

#计算机科学#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 computa...

翻译 - 快速，可扩展，高性能的“决策树加速梯度”库，用于对Python，R，Java，C ++进行排名，分类，回归和其他机器学习任务。支持在CPU和GPU上进行计算。

机器学习 decision-trees gradient-boosting gbm gbdt Python R kaggle gpu-computing catboost 教程 categorical-features gpu coreml 数据科学 big-data CUDA data-mining

C++ 8.29 k

15 小时前

mljar / mljar-supervised

#计算机科学#Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

翻译 - 通过特征工程和超参数调整来自动化机器学习管道：火箭：

automl 机器学习 mljar 数据科学 scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest 神经网络 lightgbm catboost ensemble decision-tree automated-machine-learning

Python 3.12 k

2 个月前

benedekrozemberczki / awesome-decision-tree-papers

#计算机科学#A collection of research papers on decision, classification and regression trees with implementations.

翻译 - 有关决策，分类和回归树及其实现的研究论文的集合。

decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart 机器学习 machine-learning-research random-forest xgboost lightgbm catboost classification-model classifier ensemble-learning statistical-learning

Python 2.39 k

1 年前

catboost / tutorials

CatBoost tutorials repository

catboost 教程 Jupyter Notebook IPython kaggle

Jupyter Notebook 1.05 k

4 个月前

benedekrozemberczki / awesome-gradient-boosting-papers

#计算机科学#A curated list of gradient boosting research papers with implementations.

gradient-boosting gradient-boosting-machine gradient-boosted-trees xgboost catboost lightgbm random-forest decision-tree classification-algorithm 机器学习深度学习 h2o classifier adaboost

Python 1.01 k

1 年前

HunterMcGushion / hyperparameter_hunter

#计算机科学#Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

翻译 - 轻松的超参数优化和跨机器学习算法和库的自动结果保存

人工智能机器学习 hyperparameter-optimization hyperparameter-tuning 神经网络 Keras scikit-learn xgboost lightgbm catboost 深度学习数据科学 Python optimization experimentation feature-engineering

Python 705

4 年前

HuangCongQing / AI_competitions

628

2 年前

Western-OC2-Lab / Intrusion-Detection-System-Using-Machine-Learning

#计算机科学#Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)