Code Monkey home page Code Monkey logo

2019-ncov-fit's Introduction

2019-nCoV-Fit

SIR and SEIR model fitting for 2019-nCoV.

Model and Method

SIR model and SEIR model. Pleas search on internet for more details of these infectious disease models.

Fitting method: Self defined grid search method to find all minimum value. See the grid_search function in fit.py for details.

Data

Data source: https://3g.dxy.cn/newh5/view/pneumonia

Result

y axis:people

x axis:days (origin point is 2020-12-8)

2020-01-25-01:01

SIR model fittng:

SIR模型

2020-01-25-23:53

SIR model fittng:

高预测:

SIR模型

低预测:

SIR模型

2020-01-25-10:28

SIR model fittng:

高预测:

SIR模型

中预测:

SIR模型

低预测:

SIR模型

2020-01-25-02:07

SIR model fittng:

SIR模型

2020-01-24-11:57

SIR model fittng:

SIR模型

2019-ncov-fit's People

Contributors

dai-pch avatar pc-pub 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.