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Epigrass Creator

Create Epigrass epidemiological models through step-by-step guided specification. Build metapopulation models (SIR, SEIR, SEIS, SIS, SI) with geographic netw...
通过分步引导规范创建Epigrass流行病模型,构建多群体模型(SIR、SEIR、SEIS、SIS、SI)以及地理网络。
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#disease-modeling#epidemiology#epigrass#geopackage#latest#metapopulation#modeling#seir#simulation#sir

概述

Epigrass Creator Skill

Create epidemiological metapopulation models using Epigrass through an interactive, step-by-step wizard.

What is Epigrass?

Epigrass (Epidemiological Geo-referenced Analysis and Simulation System) is a Python library for simulating disease spread across geographic networks.

Supported Models

ModelCompartmentsUse Case
-------------------------------
SIRS, I, RDiseases with lifelong immunity
SEIRS, E, I, RDiseases with latent period
SEISS, E, IDiseases with temporary immunity
SISS, IDiseases with no immunity
SIS, IFatal diseases
CustomUser-definedSpecialized scenarios

Workflow (5 Steps)

  1. Model Selection - Choose model type
  2. Site Definition - Define geographic locations (manual, grid, cities, or GeoPackage import)
  3. Parameters - Configure epidemiological parameters
  4. Network - Define connections between sites
  5. Simulation - Set simulation settings and generate files

GeoPackage Support

Import sites directly from GeoPackage (.gpkg) files:

  • Supports any geospatial vector data
  • Automatic coordinate extraction
  • Column mapping for name, population, geocode
  • Works with municipal boundaries, health regions, etc.

Requirements: pip install geopandas (or fiona as fallback)

Usage Examples

User: Create a dengue model for Brazilian cities
→ Wizard guides through SEIR selection, city list, parameters

User: Build SIR model with 10x10 grid
→ Wizard creates synthetic network

User: Custom model with hospitalization
→ Wizard collects compartments and transitions

Output

  • model.epg - Epigrass script
  • sites.csv - Site/node data
  • edges.csv - Edge/connection data
  • model_spec.json - Full specification

Requirements

  • Python 3.8+
  • epigrass (pip install epigrass)

版本历史

共 1 个版本

  • v1.1.1 当前
    2026-05-07 12:29 安全 安全

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安全,无风险
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