Metadata-Version: 2.1
Name: cov19
Version: 0.0.9
Summary: Prediction for the spread of COVID-19 using Epidemiological Models
Home-page: https://github.com/emdemor/cov19
Author: Eduardo M. de Morais
Author-email: emdemor415@gmail.com
License: MIT License
Description: 
        # Prediction for the spread of COVID-19 using Epidemiological Models
        The purpose of the cov19 package is to integrate the differential equations of epidemiological models and adjust their respective parameters with data using MCMC approach.
        
        
        ### Table of Contents
        1. [Getting Started](#1-getting-started)
        2. [Features](#2-features)
        3. [Results](#3-results)
        4. [Dataset](#4-dataset)
        
        
        
        ## 1. Getting Started
        #### Dependencies
        You need Python 3.7 or later to use **cov19**. You can find it at [python.org](https://www.python.org/).
        You also need setuptools, wheel and twine packages, which is available from [PyPI](https://pypi.org). If you have pip, just run:
        ```
        pip install pandas
        pip install pygtc
        pip install setuptools
        pip install tqdm
        ```
        #### Installation
        Clone this repo to your local machine using:
        ```
        git clone https://github.com/emdemor/cov19
        ```
        ## 2. Features
        - Support for different epidemiological models
        - Monte Carlo Markov Chains (MCMC) approach to fit patameters
        - Data from multiple trusted and reliable sources compiled by Microsoft and accessible in www.bing.com/covid.
        
        ## 3. Results
        
        The main result in this version is to plot de curves from the model for a specific parameter vector and compare this with dataset. In covid/stat.py, functions has been implemented to generate an MCMC sample, through which it will be possible to make inferences of the parametric intervals.
        
        <p align="center">
          <img src="https://raw.githubusercontent.com/emdemor/cov19/master/results/brazil/cases_projection.png" alt="brazil-cases" />
        </p>
        <p align="center">
          <img src="https://raw.githubusercontent.com/emdemor/cov19/master/results/india/cases_projection.png" alt="india-cases" />
        </p>
        <p align="center">
          <img src="https://raw.githubusercontent.com/emdemor/cov19/master/results/russia/cases_projection.png" alt="russia-cases" />
        </p>
        
        
        ### 4. Dataset
        
        Here, we are using the Microsoft Data, from the repo https://github.com/microsoft/Bing-COVID-19-Data. 
        ]
Keywords: covid-19
Platform: UNKNOWN
Description-Content-Type: text/markdown
