GitHub 中文社区

回车: Github搜索 Shift+回车: Google搜索

©2025 GitHub中文社区论坛 GitHub官网网站地图 GitHub官方翻译

GitHub on X
GitHub on Facebook
GitHub on LinkedIn
GitHub on YouTube
GitHub on Twitch
GitHub on TikTok
GitHub’s organization on GitHub

集合主题趋势排行榜

#

catboost

Website
Wikipedia

catboost / catboost

#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...

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++ 8.43 k

18 小时前

mljar/mljar-supervised

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

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 3.16 k

2 个月前

benedekrozemberczki/awesome-decision-tree-papers

benedekrozemberczki / awesome-decision-tree-papers

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

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 2.4 k

1 年前

catboost / tutorials

CatBoost tutorials repository

catboost 教程 Jupyter Notebook IPython kaggle

Jupyter Notebook 1.07 k

3 个月前

benedekrozemberczki/awesome-gradient-boosting-papers

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 1.02 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

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 708

4 年前

HuangCongQing / AI_competitions

AI比赛相关信息汇总

人工智能 competitions xgboost lightgbm logistic scikit-learn catboost matplotlib

642

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..)

机器学习 random-forest decision-tree xgboost bayesian-optimization hyperparameter-optimization kmeans intrusion-detection intrusion-detection-system autonomous-vehicles cyber-security network-security stacking catboost ensemble-learning lightgbm

Jupyter Notebook 501

2 年前

yzkang / My-Data-Competition-Experience

#计算机科学#本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

机器学习 kaggle-competition 数据科学 tianchi-competition xgboost lightgbm catboost feature-engineering hyperparameter-optimization model-selection feature-selection automl SQL Python 深度学习 Generative Adversarial Network

Python 397

4 年前

DataCanvasIO / HyperGBM

A full pipeline AutoML tool for tabular data

automl gbm xgboost lightgbm catboost semi-supervised-learning datacleaning preprocessing ensemble-learning tabular-data distributed-training dask gpu-acceleration rapidsai scikit-learn

Python 350

2 个月前

aws-samples / amazon-sagemaker-local-mode

#计算机科学#Amazon SageMaker Local Mode Examples

sagemaker amazon-sagemaker PyTorch catboost lightgbm PyCharm tensorflow-training prophet scikit-learn huggingface huggingface-transformers 机器学习 delta-lake gensim-word2vec dask Tensorflow

Python 257

2 个月前

aws-samples / aws-machine-learning-university-dte

#计算机科学#Machine Learning University: Decision Trees and Ensemble Methods

机器学习 decision-trees tabular-data random-forest xgboost lightgbm catboost

Jupyter Notebook 253

9 个月前

AdrianAntico / AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

R timeseries supervised-learning automated-machine-learning unsupervised-learning regression classification catboost xgboost h2o gpu-acceleration lightgbm panel-data automl

R 244

2 个月前

catboost / benchmarks

Comparison tools

benchmark comparison Code quality speed gpu ranking classification regression catboost xgboost lightgbm kaggle h2o

Jupyter Notebook 171

3 个月前

sharmapratik88 / AIML-Projects

#自然语言处理#Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

supervised-machine-learning 机器学习 random-forest logistic-regression support-vector-machines decision-tree-classifier 统计数据科学数据可视化 datascienceproject recommendation-system catboost 自然语言处理机器视觉

Jupyter Notebook 159

4 年前

StatMixedML / CatBoostLSS

#计算机科学#An extension of CatBoost to probabilistic modelling

catboost 机器学习 uncertainty-estimation

144

2 年前

duoan / ijcai18-mama-ads-competition

IJCAI-18 阿里妈妈搜索广告转化预测初赛方案

admin catboost lightgbm ctr data-processing

Jupyter Notebook 74

7 年前

xiaodaigh / JLBoost.jl

#计算机科学#A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

tree catboost lightgbm gbdt gbrt 机器学习数据科学 xgboost

Julia 74

7 个月前

jianzhnie / AutoTabular

#计算机科学#Automatic machine learning for tabular data. ⚡🔥⚡

automl structured-data pytorch-lightning tabular-data scikit-learn xgboost lightgbm catboost 机器学习数据科学 feature-engineering 深度学习

Python 70

4 年前

auto-flow / auto-flow

#计算机科学#AutoFlow : Automatic machine learning workflow modeling platform

automl workflow 机器学习 data-sicence lightgbm catboost

Python 67

3 年前

loading...