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
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:
- 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
- 机器学习算法超参数的优化方法——基于hyperopt和bayes_opt☆14Sep 14, 2018Updated 7 years ago
- 基于自构造函数的特征提取评分项目（缺失值处理，单变量相关性分析，特征评分，降维）☆15Jul 21, 2017Updated 8 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 4 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.
- LendingClub 贷款数据分析，分析平台个人贷款业务特点、贷款客户特征、贷款违约影响因素，并构建贷款违约预测模型。☆11Jul 28, 2019Updated 6 years ago
- 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
- 使用sklearn做特征工程☆177Jul 19, 2018Updated 7 years ago
- ☆14Jun 24, 2024Updated 2 years ago
- 对部分城市空气质量指数相关数据分析，解决相关问题，以及用回归方程建模预测新城市空气质量☆17Nov 18, 2019Updated 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☆59Mar 26, 2020Updated 6 years ago
- 申请评分卡学习项目☆23Jan 26, 2022Updated 4 years ago
- 2020年全国研究生数学建模竞赛F题代码☆11Jan 5, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A TensorFlow implementation of dependency-based word embeddings (dependency-based word2vec)☆12Jan 26, 2016Updated 10 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- 为天池数据竞赛写的自动化特征工程和训练工具，可以通过配置的 方式从mysql数据库中生成特征。同时重新封装了数据，特征和模型，使其可以被自动化测试系统识别及调用。待完成的工作：自动化测试系统的调度关键技术。☆12Dec 6, 2015Updated 10 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
- 深度学习可解释性论文汇总☆15Mar 3, 2021Updated 5 years ago
- Project to find high performing loans in P2P lending.☆12Jul 13, 2018Updated 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
- 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Large-scale Exploration of Neural Relation Classification Architectures☆11Nov 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
- Implementation of Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks in tensorflow☆15Apr 2, 2017Updated 9 years ago
- 比赛常用的特征工程、类别不平衡处理方法☆17Aug 16, 2018Updated 7 years ago
- 在线投票系统. 功能： 创建投票，添加投票项，并统计投票结果. 技术点: struts2+ mybatis +spring +maven+ mysql + lucene + 分词器 完成了文本的检索.☆12Sep 4, 2016Updated 9 years ago
- 开启多线程，爬取前程无忧，智联招聘，海投网，拉钩网，大街网等常见的招聘网站，组成：直接搜索职位，校招网申，名企网申，我关注的企业，收藏的公司等一系列模块。基于SpringMVC+Spring+Mybits+SpringBoot等框架的网站。☆16May 8, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Crowdsourced data for open domain relation classification from sentences☆20Oct 26, 2018Updated 7 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)☆69Jul 25, 2020Updated 5 years ago
- 一种基于改进的KNN网站分类系统，特点是快速、高准确率☆20Mar 21, 2017Updated 9 years ago
- Generate realistic fake credit scores (FICO 8, VantageScore, etc.) for testing fintech, lending, and insurance applications. A Faker prov…☆21May 23, 2026Updated last month
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Dec 19, 2023Updated 2 years ago
- RNN based on Chandler Zuo's implementation of the paper: A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆18Jul 25, 2024Updated last year
- 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