Giter VIP home page Giter VIP logo

mathematical-modeling-model's Introduction

数学建模算法大全

前言:本项目包含了美赛、国赛等数模赛事的各大常用数学建模算法的Python模板(均为笔者自己整理,里面还有很多的可视化),可供学习参考,欢迎加QQ[email protected]互相学习讨论。

算法目录

  1. ARIMA时间序列预测模型
  2. BP神经网络
  3. DBSCAN聚类算法
  4. HMM算法
  5. K均值聚类算法
  6. LSTM神经网络
  7. MK趋势检验和突变检验
  8. TOPSIS法
  9. XGboost算法
  10. Logistic Regression(逻辑回归)
  11. 主成分分析法
  12. 假设检验
  13. 多因子分析
  14. 层次分析法
  15. 层次聚类算法
  16. 各种插值法
  17. 数据分布拟合
  18. 数据预处理算法
  19. 模糊综合评价法
  20. 秩和比综合评价法
  21. 灰色关联分析
  22. 灰色预测模型
  23. 熵权法
  24. 规划算法
  25. 粒子群算法
  26. 高斯过程回归
  27. 贝叶斯网络
  28. 蒙特卡洛模拟
  29. 相关性分析
  30. Apriori关联规则算法
  31. LDA主题分析
  32. LDA降维算法
  33. Prophet算法
  34. 数据共线性处理

算法分类大纲

image-20230419183345023

mathematical-modeling-model's People

Contributors

leost123456 avatar

Stargazers

 avatar  avatar 嗯 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar 卢雨芃 avatar  avatar Cao Zeyang avatar  avatar  avatar  avatar wang shaoyu avatar  avatar  avatar jean philo Gong avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.