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
Alternatives and similar repositories for hyper-parameters-optimization
Users that are interested in hyper-parameters-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LGBM ：推导原理、参数含义、超参数设置（网格、随机、贝叶斯搜索）☆12Jan 15, 2019Updated 7 years ago
- 通过Featuretools自动特征工程预测贷款偿还☆20Jan 10, 2020Updated 6 years ago
- GWO☆12Nov 16, 2019Updated 6 years ago
- 常见机器学习算法回归、分类应用示例，调参；包括基础的线性回归算法、集成学习、支持向量机等；调参包括网格搜索、随机搜索、贝叶斯优化、优化算法如GA优化等。☆27May 7, 2023Updated 3 years ago
- 数据分析与处理实践 （包括：#基本数据预处理操作；#机器学习基本算法实现。)☆17Aug 23, 2018Updated 7 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.
- 人工智能工程师直通车第三期 实战项目:广告点击率预测（CTR）。预测用户浏览给定网页的广告点击率，提高广告投放精准度。☆21Jul 10, 2018Updated 7 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
- 新浪微博删除全部动态☆12Feb 5, 2023Updated 3 years ago
- 使用支持向量机，感知机，随机森林，决策树，k近邻，logistic，LSTM，bagging，boosting，集成等多种常见算法实现多分类任务（三分类）。Support vector machine, perceptron, random forest, decision…☆19May 8, 2020Updated 6 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
- 简单线性回归，多元线性回归，非线性回归，Kmeans算法，Hierarchical_clustering☆14Feb 29, 2020Updated 6 years ago
- QwenPaw（原 CoPaw 项目）的 Docker 部署方案，支持一键构建和运行，相比官方镜像更小。☆54Jun 23, 2026Updated last week
- (Torch + Tensorflow) A deep magic brings color to your monochrome image!☆13Oct 28, 2017Updated 8 years ago
- ☆13Nov 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 风控建模评分报告☆11Oct 16, 2020Updated 5 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
- Sklearn机器学习中的主要算法原理以及实现(线性回归、逻辑回归、朴素贝叶斯、K-Means聚类、KNN、PCA主成分分析、BP神经网络)☆87Apr 22, 2020Updated 6 years ago
- 使用腾讯云Serverless解析城通网盘直连地址☆13Oct 5, 2022Updated 3 years ago
- 2020 第四届工业大数据创新竞赛-水电站入库流量预测-top1代码☆37Nov 14, 2020Updated 5 years ago
- a python package for stat,caculate woe,iv, ks,auc,roc,psi and plot.☆18Jul 17, 2023Updated 2 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 4 years ago
- Code to reproduce experiments from:☆10Dec 11, 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- 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
- 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
- You work for a consumer finance company which specializes in lending various types of loans to urban customers. When the company receives…☆13Sep 13, 2021Updated 4 years ago
- 本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持常规训练、交叉验证训练，还支持贝叶斯搜索参数，并可随时自动保存训练模型和日志。☆12Dec 22, 2023Updated 2 years ago
- Macros to make common SAS tasks faster☆12Feb 12, 2019Updated 7 years ago
- Evolutionary Multitasking in Permutation-Based Combinatorial Optimization Problems: Realization with TSP and Knapsack☆11Jul 8, 2018Updated 7 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 评分卡建模自动化流程☆19Jun 17, 2020Updated 6 years ago
- 风控相关内容学习（风控建模、风控策略等）☆24May 22, 2022Updated 4 years ago
- explain the techniques needed for daily development☆19Mar 9, 2026Updated 3 months ago
- 风险大脑-支付风险识别☆17May 20, 2023Updated 3 years ago
- 在Kaggle比赛中的Featuretools指南☆19Jul 9, 2018Updated 7 years ago
- 运筹优化数学基础 + 算法☆18Aug 19, 2021Updated 4 years ago
- 分箱工具☆21Dec 14, 2020Updated 5 years ago