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:
- 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☆45Jan 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 8 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 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 常用的特征选择方法☆67Jul 4, 2022Updated 4 years ago
- 这是一个二分类的决策树系统,用于识别一个网站是否为钓鱼网站☆14Feb 18, 2025Updated last year
- a python package for stat,caculate woe,iv, ks,auc,roc,psi and plot.☆17Jul 17, 2023Updated 3 years ago
- ☆14Jun 24, 2024Updated 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 6 years ago
- 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
- 老年人阿尔默兹海默症预防诊断,方法:随机森林+遗传算法【PS:论文(已发表)+专利(已撰写)】,可供参考,支持联系zheng-gogo作者讨论,禁止商业、侵权等操作使用☆11Mar 18, 2021Updated 5 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
- 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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 3 years ago
- 机器学习课程大作业 - 基于深度神经网络的图像分类任务☆33Jun 5, 2017Updated 9 years ago
- QPSO algorithm for multi-parameters optimization☆31Dec 3, 2018Updated 7 years ago
- A TensorFlow implementation of dependency-based word embeddings (dependency-based word2vec)☆12Jan 26, 2016Updated 10 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☆12Mar 15, 2024Updated 2 years ago
- 实现能够添加各种约束条件下的遗传算法应用(Implement genetic algorithm applications that can add various constraints)☆14Nov 9, 2024Updated last year
- 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
- Large-scale Exploration of Neural Relation Classification Architectures☆11Nov 15, 2018Updated 7 years ago
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆12Mar 5, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks in tensorflow☆15Apr 2, 2017Updated 9 years ago
- Code for the NLPCC 2018 paper: Distant Supervision for Relation Extraction with Neural Instance Selector☆12Mar 7, 2019Updated 7 years ago
- ☆17Apr 15, 2023Updated 3 years ago
- ☆13Nov 4, 2020Updated 5 years ago
- Implementation of DSGAN (not fully completed)☆13Dec 28, 2019Updated 6 years ago
- 风控建模评分报告☆11Oct 16, 2020Updated 5 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
- This repository contains SAS code for Credit card Scoring Model to predict future default(bad) customers☆12Dec 20, 2016Updated 9 years ago
- Crowdsourced data for open domain relation classification from sentences☆20Oct 26, 2018Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A simple pytorch implementation for multi-class focal loss☆18Jan 6, 2023Updated 3 years ago
- 比赛常用的特征工程、类别不平衡处理方法☆17Aug 16, 2018Updated 8 years ago
- 自动封装结果、统一异常处理、统一参数检验、快速集成第三方框架☆21Oct 25, 2022Updated 3 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
- 基于Vue开发的,管理员、经销商、养殖户的水产管理平台,主要包括水质管理、塘口管理、药品管理、种苗管理、投喂管理、设备管理;使用了动态路由的方式来分角色加载页面☆15Sep 3, 2018Updated 8 years ago
- Code and dataset for "Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction" (EMNLP'19)☆13May 18, 2020Updated 6 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