MCMC
马尔可夫链蒙特卡洛
我从头开始实现Python中的Metropolis-Hastings算法，以查找虚拟数据示例的参数分布，然后找到现实世界中的问题。
我将仅使用numpy来实现该算法，并使用matplotlib来呈现结果。 可以在需要时使用Scipy计算密度函数，但我还将展示如何使用numpy来实现它们。
MH-Gibbs已添加到此仓库中。
文件下载
资源详情
[{"title":"（ 59 个子文件 5.06MB ） MCMC","children":[{"title":"MCMC-master","children":[{"title":"output_38_3.png <span style='color:#111;'> 42.09KB </span>","children":null,"spread":false},{"title":"output_12_1.png <span style='color:#111;'> 11.20KB </span>","children":null,"spread":false},{"title":"MCMC.ipynb <span style='color:#111;'> 880.37KB </span>","children":null,"spread":false},{"title":"output_28_2.png <span style='color:#111;'> 113.81KB </span>","children":null,"spread":false},{"title":"data","children":[{"title":"Sunspot2.jpg <span style='color:#111;'> 114.31KB </span>","children":null,"spread":false},{"title":"sigma.PNG <span style='color:#111;'> 6.32KB </span>","children":null,"spread":false},{"title":"Sunspot1.jpg <span style='color:#111;'> 709.54KB </span>","children":null,"spread":false},{"title":"muobs.PNG <span style='color:#111;'> 898B </span>","children":null,"spread":false},{"title":"pdfgamma.PNG <span style='color:#111;'> 3.67KB </span>","children":null,"spread":false},{"title":"trace.PNG <span style='color:#111;'> 92.91KB </span>","children":null,"spread":false},{"title":"Q.PNG <span style='color:#111;'> 4.59KB </span>","children":null,"spread":false},{"title":"Ratio.PNG <span style='color:#111;'> 3.42KB </span>","children":null,"spread":false},{"title":"finalprediction.PNG <span style='color:#111;'> 34.12KB </span>","children":null,"spread":false},{"title":"Acceptance2.PNG <span style='color:#111;'> 51.71KB </span>","children":null,"spread":false},{"title":"rk.PNG <span style='color:#111;'> 5.74KB </span>","children":null,"spread":false},{"title":"pdf.PNG <span style='color:#111;'> 13.41KB </span>","children":null,"spread":false},{"title":"autocorr.PNG <span style='color:#111;'> 55.60KB </span>","children":null,"spread":false},{"title":"Like2.PNG <span style='color:#111;'> 6.47KB </span>","children":null,"spread":false},{"title":"3figures.PNG <span style='color:#111;'> 234.50KB </span>","children":null,"spread":false},{"title":"tracea.PNG <span style='color:#111;'> 98.32KB </span>","children":null,"spread":false},{"title":"Ratio2.PNG <span style='color:#111;'> 6.47KB </span>","children":null,"spread":false},{"title":"FrequentistPNG.PNG <span style='color:#111;'> 3.57KB </span>","children":null,"spread":false},{"title":"Ratio 4.PNG <span style='color:#111;'> 9.72KB </span>","children":null,"spread":false},{"title":"Bayes.PNG <span style='color:#111;'> 3.56KB </span>","children":null,"spread":false},{"title":"joint.PNG <span style='color:#111;'> 40.12KB </span>","children":null,"spread":false},{"title":"Bayes3.PNG <span style='color:#111;'> 15.64KB </span>","children":null,"spread":false},{"title":"sunspot.PNG <span style='color:#111;'> 156.72KB </span>","children":null,"spread":false},{"title":"Acceptance.PNG <span style='color:#111;'> 19.51KB </span>","children":null,"spread":false},{"title":"MH.PNG <span style='color:#111;'> 19.14KB </span>","children":null,"spread":false},{"title":"Fig1.PNG <span style='color:#111;'> 24.57KB </span>","children":null,"spread":false},{"title":"Bayes2PNG.PNG <span style='color:#111;'> 23.43KB </span>","children":null,"spread":false},{"title":"sigma2.PNG <span style='color:#111;'> 3.51KB </span>","children":null,"spread":false},{"title":"SN_m_tot_V2.0.csv <span style='color:#111;'> 120.16KB </span>","children":null,"spread":false},{"title":"Ratio3.PNG <span style='color:#111;'> 6.39KB </span>","children":null,"spread":false},{"title":"like.PNG <span style='color:#111;'> 16.17KB </span>","children":null,"spread":false},{"title":"gamma.PNG <span style='color:#111;'> 86.18KB </span>","children":null,"spread":false},{"title":"figure2-3.PNG <span style='color:#111;'> 290.73KB </span>","children":null,"spread":false},{"title":"traceb.PNG <span style='color:#111;'> 105.96KB </span>","children":null,"spread":false},{"title":"predict1.PNG <span style='color:#111;'> 36.86KB </span>","children":null,"spread":false},{"title":"Sleep.PNG <span style='color:#111;'> 6.61KB </span>","children":null,"spread":false},{"title":"sunspotcount.PNG <span style='color:#111;'> 36.50KB </span>","children":null,"spread":false},{"title":"Thomas-Bayes.jpg <span style='color:#111;'> 549.89KB </span>","children":null,"spread":false},{"title":".ipynb_checkpoints","children":[{"title":"3figures-checkpoint.PNG <span style='color:#111;'> 234.50KB </span>","children":null,"spread":false}],"spread":false},{"title":"Casino1.jpg <span style='color:#111;'> 72.13KB </span>","children":null,"spread":false}],"spread":false},{"title":"output_24_2.png <span style='color:#111;'> 36.48KB </span>","children":null,"spread":false},{"title":"MH-Gibbs.ipynb <span style='color:#111;'> 71.32KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"output_38_2.png <span style='color:#111;'> 39.82KB </span>","children":null,"spread":false},{"title":"output_35_1.png <span style='color:#111;'> 146.45KB </span>","children":null,"spread":false},{"title":"output_30_2.png <span style='color:#111;'> 14.50KB </span>","children":null,"spread":false},{"title":"output_40_2.png <span style='color:#111;'> 14.29KB </span>","children":null,"spread":false},{"title":"output_38_1.png <span style='color:#111;'> 38.20KB </span>","children":null,"spread":false},{"title":".ipynb_checkpoints","children":[{"title":"MCMC-checkpoint.ipynb <span style='color:#111;'> 872.36KB </span>","children":null,"spread":false},{"title":"output_12_1-checkpoint.png <span style='color:#111;'> 11.20KB </span>","children":null,"spread":false},{"title":"README-checkpoint.md <span style='color:#111;'> 442B </span>","children":null,"spread":false},{"title":"MH-Gibbs-checkpoint.ipynb <span style='color:#111;'> 72B </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 442B </span>","children":null,"spread":false},{"title":"output_20_1.png <span style='color:#111;'> 283.29KB </span>","children":null,"spread":false},{"title":"output_22_0.png <span style='color:#111;'> 47.49KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]
评论信息
其他资源
- 百度地图3.0离线js api模板（demo）+ 地图瓦片下载器
- 基于WIN32 API的串口调试助手源代码
- Cruise基础培训教程
- labview CRC16校验程序
- WindriverPCIE驱动
- CDH-6.3.2-1.cdh6.3.2.p0.1605554-el7.parcel.zip.001
- 安装界面-源码
- 数据分析小白入门了解.pdf
- echarts地图资源文件-贵阳
- 源码android studio 存取代码示范
- TensorFlow基础概念解析.pdf
- makefile学习用测试文件.rar
- 短语：用于解决规范问题的Clojure（Script）库-源码
- 提取ICO图标工具.exe
- 论文研究 - 模糊线性方程组经典法，扩展原理，α-割和区间算术方法的比较
- logicaldoc-community-installer-8.3.4.exe
- 文件上传工具类UploadFileUtil
- 图书管理系统网站设计
- 定点补码一位乘法器的设计
- 百度经纬度互转高德经纬度源代码
- C++纸牌游戏Windows经典游戏
- 软件测试 第二版 英文版 Software Testing 2nd Edition RON PATTON.chm
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明