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。
☆25Feb 25, 2019Updated 7 years ago
Alternatives and similar repositories for feature-engineering
Users that are interested in feature-engineering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 通过Featuretools自动特征工程预测贷款偿还☆20Jan 10, 2020Updated 6 years ago
- 数据特征工程、各种机器学习回归模型、回归数据预处理☆44Jan 14, 2020Updated 6 years ago
- 数据预处理之缺失值处理,特征选择☆23Apr 3, 2019Updated 7 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 3 years ago
- ## 数据挖掘流程 **(一)数据读取** - 读取数据,并进行展示 - 统计数据各项指标 - 明确数据规模与要完成的任务 **(二)特征理解分析** - 单特征分析,逐个变量分析其对结果的影响 - 多变量统计分析,综合考虑多种情况影响 - 统计绘图得…☆10Mar 11, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- a python package for stat,caculate woe,iv, ks,auc,roc,psi and plot.☆18Jul 17, 2023Updated 2 years ago
- 常见的数据预处理,包括数据加载、缺失值&异常值处理、描述性变量转换为数值型、训练测试集划分、数据规范化☆48Sep 19, 2023Updated 2 years ago
- ☆14Jun 24, 2024Updated last year
- 根据GBDT衍生变量,并对衍生后的变量进行应用☆21Mar 15, 2020Updated 6 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
- 整理所有特征工程用到的方法,为了复用☆11Jan 11, 2021Updated 5 years ago
- 申请评分卡学习项目☆23Jan 26, 2022Updated 4 years ago
- 招商银行2021年Fintech数据赛道思路及代码☆13May 16, 2021Updated 4 years ago
- QPSO algorithm for multi-parameters optimization☆31Dec 3, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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☆12Mar 15, 2024Updated 2 years ago
- This is the HoG feature extraction codes by pure numpy☆15Jan 6, 2019Updated 7 years ago
- 通过将对上市公司招股说明书情绪分析的结果与常用财务指标、企业科研指标等结合,综合使用多种分类模型:传统LR、随机森林、XGB、LGB集成学习模型对新上市公司破发情况进行学习和预测,筛选重要特征,并由此来得到一个新股破发分类器。☆14Aug 26, 2023Updated 2 years ago
- 本项目使用python对影响共享单车使用量的 因素进行可视化分析,并使用lightGBM算法对已知条件下的共享单车使用量进行预测。其中为了选择最优模型,使用了k折交叉验证和网格搜索选择最优参数。☆10Jul 15, 2020Updated 5 years ago
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆12Mar 5, 2018Updated 8 years ago
- 多任务学习相关资料,论文,代码☆15Jan 22, 2019Updated 7 years ago
- 对截止至2017年7月17日的债券违约事件进行梳理归因,并寻找宏观流动性影响因素,组成数据集。运用Lasso回归进行特征提取后,输入带L2惩罚项LR、SVM、NN、GBDT、RF等机器学习模型进行违约预测,得出GBDT预测效果最好以及特征工程对线性模型预测效果具有重要性的结…☆58Mar 7, 2019Updated 7 years ago
- Files related to tensorflow nre relationship extraction model☆10Dec 29, 2017Updated 8 years ago
- Code for the NLPCC 2018 paper: Distant Supervision for Relation Extraction with Neural Instance Selector☆12Mar 7, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 一个遗传算法实现,用于对一组GPS数据点进行线路规划,规划依据为线路路径最短。☆21Feb 26, 2023Updated 3 years ago
- Scratch成分分析器,拥有代码相似度测量、成分统计、块数统计等功能。(本仓库于2021.4.3与Gitee主仓库同步)☆11Jul 1, 2021Updated 4 years ago
- ☆13Nov 4, 2020Updated 5 years ago
- Large-scale Exploration of Neural Relation Classification Architectures☆12Nov 15, 2018Updated 7 years ago
- Implementation of DSGAN (not fully completed)☆13Dec 28, 2019Updated 6 years ago
- Welcome to 6.86x Machine Learning with Python–From Linear Models to Deep Learning. Machine learning methods are commonly used across eng…☆13Nov 16, 2020Updated 5 years ago
- 风控建模评分报告☆11Oct 16, 2020Updated 5 years ago
- 风控算法,特征工程,模型工程,分布式,树模型☆17Oct 31, 2023Updated 2 years ago
- 社团管理系统(ssm)☆13Jul 13, 2023Updated 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.
- Implementation of Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks in tensorflow☆15Apr 2, 2017Updated 9 years ago
- 数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)☆67Jul 25, 2020Updated 5 years ago
- 简易的模型监控界面:定期更新的用户信用分及特征分布☆16Jan 12, 2018Updated 8 years ago
- L&T Financial Services & Analytics Vidhya presents ‘DataScience FinHack’. where I have predicted whether the customer will be defaulter i…☆10Apr 13, 2019Updated 7 years ago
- Credit Score Provider for the Faker Python Project. Use this to generate fake but realistic-looking consumer credit scores aligning to th…☆20Oct 9, 2025Updated 6 months ago
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Dec 19, 2023Updated 2 years ago
- A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs …☆17Jan 16, 2018Updated 8 years ago