机器学习集成模型之Stacking各类模型及工具源码
☆120Sep 29, 2020Updated 5 years ago
Alternatives and similar repositories for Stacking
Users that are interested in Stacking are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 集成学习Stacking方法详解☆83Sep 20, 2019Updated 6 years ago
- 机器学习算法之集成学习☆13Aug 15, 2019Updated 6 years ago
- Stacked Generalization (Ensemble Learning)☆230Dec 21, 2017Updated 8 years ago
- 2019年CCF智能信用评分大赛个人源码库。包含XGboost模型调参,特征筛选,训练等方案。同时包含stacking模型融合方案☆28Apr 20, 2020Updated 6 years ago
- Python与机器学习方向,《决策树与集成算法》课程仓库☆25Jun 13, 2018Updated 8 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 使用5-6个模型(可以是knn svm 贝叶斯等等)用投票的方式做一个集成学习对MNIST数据集进行分类。☆24Feb 20, 2019Updated 7 years ago
- This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking a…☆54Nov 18, 2021Updated 4 years ago
- 使用pyhton3语言对机器学习算法中的K近邻算法、线性回归、多项式回归、逻辑回归、PCA、SVM、决策树、随机森林、集成学习、boosting 等进行了算法的实现以及实验分析☆50Mar 21, 2019Updated 7 years ago
- 2018年中国联通大数据创新大赛:高端用户离网预测/用户换机时间预测全套代码☆13Nov 23, 2018Updated 7 years ago
- papers about recommender system.☆10May 18, 2021Updated 5 years ago
- 量化FOF框架☆13Mar 8, 2019Updated 7 years ago
- 利用python对3000个数据利用机器学习算法建立模型,并预测未来客户信用风险。处理数据不均衡问题时采用了SMOTE过采样以及随机过采样技术;通过相关性分析进行特征选择;建模过程中用到了Logistic回归、SVM、随机森林、GBDT四种模型,并通过网格搜索法确定最优参数…☆37Jun 8, 2022Updated 4 years ago
- 机器学习的特征工程,包括特征抽取、特征预处理、特征选择、特征降维。☆26Feb 25, 2019Updated 7 years ago
- Code for WACV 2024 paper "Self-Supervised Learning with Masked Autoencoders for Teeth Segmentation from Intra-oral 3D Scans"☆11Jul 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 运筹优化数学基础 + 算法☆18Aug 19, 2021Updated 4 years ago
- 机器学习预测模型,分别用逻辑回归,决策树,随机森林,神经网络,XGBOOST和支持向量机算法建模,交叉验证,并选出AUC最优的模型。特征工程优化后,AUC值达到0.8259☆58Mar 26, 2020Updated 6 years ago
- 启发式算法总结☆20Jan 15, 2021Updated 5 years ago
- Uses Harris Hawk and Whale Nature Inspired Algorithm to Train the weights of Neural Network. An approach to adjust the parameters of NN c…☆16Jun 23, 2021Updated 4 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 6 years ago
- Alpha mining with DEAP-based genetic programming.☆11Jul 7, 2023Updated 2 years ago
- 用随机森林预测客户还款率☆11Mar 12, 2018Updated 8 years ago
- 天池竞赛数据挖掘之二手车交易价格预测大赛☆10Mar 27, 2020Updated 6 years ago
- Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Suppo…☆10Jul 13, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island Transpeciation☆14Nov 15, 2024Updated last year
- Feature selection for machine learning using mutual information.☆15Dec 4, 2024Updated last year
- 常用的特征选择方法☆67Jul 4, 2022Updated 3 years ago
- 为了深入了解一些机器学习算法,把一些经典算法的代码都过一遍。包括决策树、集成学习(Adaboost、GBDT、XgBoost、RandomForest)、支持向量机、EM算法(GMM)、极大似然估计、降维算法(PCA、LDA、T-SNE)、聚类算法(K-Mean)、kNN。☆16Apr 1, 2022Updated 4 years ago
- Materials representation plays a key role in machine learning based prediction of materials properties and new materials discovery. Curre…☆13Jan 15, 2021Updated 5 years ago
- ☆10Feb 13, 2021Updated 5 years ago
- 和高光谱数据处理相关程序☆11Oct 11, 2019Updated 6 years ago
- 分箱工具☆21Dec 14, 2020Updated 5 years ago
- CCF BDCI 2022比赛 返乡发展人群预测赛题 Baseline 数据挖掘(特征工程+集成学习)队伍排名39/2297☆13Mar 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Parallel Particle Swarm Optimizer on the Spark Clustering Computing Platform.☆12Oct 29, 2018Updated 7 years ago
- 基于seq2seq模型的风功率预测☆31Nov 2, 2019Updated 6 years ago
- Embedding模型代码和学习笔记总结☆42Aug 28, 2021Updated 4 years ago
- First-principles calculated elastic and mechanical properties of 2D materials and their heterostructures☆16Mar 5, 2024Updated 2 years ago
- 使用LSTM预测回归问题,使用注意力机制自动提取特征的重要程度。Using LSTM to predict regression problems, Attention mechanism is used to automatically extract the impor…☆18Aug 30, 2020Updated 5 years ago
- J. Zhang and J. Wang, "Improved Whale Optimization Algorithm Based on Nonlinear Adaptive Weight and Golden Sine Operator", IEEE Access, v…☆13Sep 23, 2021Updated 4 years ago
- Ordinal-patterns-based analysis toolbox (permutation entropy, robust permutation entropy, conditional entropy of ordinal patterns, ordina…☆17Nov 23, 2018Updated 7 years ago