Our Technical Artefacts
This page is a centralized catalogue of various data engineering tools, modelling frameworks, products, and other technical artefacts we've built and collated from our collaborators, to enable community access and foster secientific reproducibility and innovation.
Name
|
Type
| Links | Details |
---|---|---|---|
Campus Rakshak - COVID-19 Readiness of Campuses | Modelling Framework | | |
Description: The Campus Rakshak simulator helped college campuses assess the various scenarios within a college that will allow the spread of infection through an agent based simulator accounting for various conditions. Developed By: Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK | |||
Bharatsim - Agent Based Modelling Framework | Modelling Framework | | |
Description: BharatSim provides a distributed, multi-scale simulation framework for agent-based models. It was originally designed to model the epidemiological dynamics of the COVID-19 pandemic in India, including the social determinants of disease. BharatSim is easily extended to describe other communicable as well as non-communicable diseases. Developed By: Designed at developed by Ashoka University and Thoughtworks. Models contributed to ARTPARK | |||
Acestor - Multi-model, multi-time-series disease outbreak forecasting Framework | Modelling Framework | | |
Description: This is a Python-based framework for multi-model, multi-time-series disease outbreak forecasting. It provides a reproducible modelling pipeline, allowing users to run, compare, and ensemble multiple forecast models efficiently. Designed for flexibility, Acestor supports data preprocessing, model training, evaluation, and ensemble forecasting, making it a comprehensive tool for outbreak prediction | |||
Data Science Starter Kit | Modelling Framework | | |
Description: Reproducible Data Science Project Template in Python using `cookiecutter` and `uv` | |||
dataio - Postgres and FastAPI-based Dataset Management System | Data Engineering Tool | | |
Description: Dataio is a Postgres and FastAPI-based Dataset Management System (DMS) for users to access and manage datasets distributed by the Data Science Innovation Hub, ARTPARK. The scaffolding can be used to build a similar system for your own datasets. | |||
Dharini Platform for Environmental Surveillance | Product | | |
Description: Dharini (Earth in Sanskrit) is our end-to-end platform to bridge gaps in genomic epidemiological research and surveillance. With it, we aim to provide on-ground researchers with a simple and accessible interface to lower the barrier to using complex metadata standards, while also providing users with a customisable toolkit to work for their specific diseases and contexts of interest. The platform is built using Node.js, postgres and flutter. | |||
Disease Dashboard Scaffolding | Product | | |
Description: Disease Dashboard is a flexible framework to quickly create interactive disease dashboards. It can be used for any disease and any geography, providing dynamic charts, maps, and trend analysis. Designed for ease of use and reproducibility, it helps researchers, policymakers, and public health teams explore disease data and insights efficiently. | |||
Epidemic Simulator - COVID-19 | Modelling Framework | | |
Description: The city scale epidemic simulator was developed to model the spread of CovID-19 in Indian demographics Developed By: Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK | |||
Epipipeline - Data Engineering Tools for Epidemiological Data | Data Engineering Tool | | |
Description: This package contains various functions and tools to fetch, preprocess, and standardise epidemiological data. | |||
FMD Decision Support Toolkit | Product | | |
Description: The FMD App Toolkit is a website designed to aid veterinary officials in the management and control of the Foot and Mouth Disease (FMD). This contains modules that support scenario analysis as well as risk assessment. | |||
FMD Scenario Analysis package | Modelling Framework | | |
Description: A modular Python package to simulate various vaccination strategies for foot-and-mouth disease control using a spatial simulation model | |||
Heat Risk Forecast Dashboard | Product | | |
Description: The AI-Driven Heat Risk Forecasting Platform is built to provide policy makers with real time information on heat risk to mitigate the effects of heat stress using cutting-edge AI models. | |||
Indra - CLI/SDK for fetching weather data from various open data sources | Data Engineering Tool | | |
Description: A CLI tool for fetching weather data from open data sources, to be extended to forecast as well. | |||
Mosquito larval breeding spot images classification model | Modelling Framework | | |
Description: A computer vision-aided model that is coupled with geospatial analysis to streamline mosquito breeding spot identification. | |||
PRISM-H - Mosquito larval survey app | Product | | |
Description: A mobile application to simplify mosquito larval survey and reporting. | |||
Serosurvey Design for COVID-19 | Modelling Framework | | |
Description: The Serosurvey Design App helps you design optimal surveys for disease burden estimation. Developed By: Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK | |||
Workplace Readiness - COVID-19 | Modelling Framework | | |
Description: The Workplace Readiness Indicator helped workplaces assess the safety of employees returning to work in the wake of the COVID-19 Pandemic. Developed By: Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK |
The Campus Rakshak simulator helped college campuses assess the various scenarios within a college that will allow the spread of infection through an agent based simulator accounting for various conditions.
Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK
BharatSim provides a distributed, multi-scale simulation framework for agent-based models. It was originally designed to model the epidemiological dynamics of the COVID-19 pandemic in India, including the social determinants of disease. BharatSim is easily extended to describe other communicable as well as non-communicable diseases.
Designed at developed by Ashoka University and Thoughtworks. Models contributed to ARTPARK
Acestor - Multi-model, multi-time-series disease outbreak forecasting Framework
This is a Python-based framework for multi-model, multi-time-series disease outbreak forecasting. It provides a reproducible modelling pipeline, allowing users to run, compare, and ensemble multiple forecast models efficiently. Designed for flexibility, Acestor supports data preprocessing, model training, evaluation, and ensemble forecasting, making it a comprehensive tool for outbreak prediction
Data Science Starter Kit
Reproducible Data Science Project Template in Python using `cookiecutter` and `uv`
Dataio is a Postgres and FastAPI-based Dataset Management System (DMS) for users to access and manage datasets distributed by the Data Science Innovation Hub, ARTPARK. The scaffolding can be used to build a similar system for your own datasets.
Dharini Platform for Environmental Surveillance
Dharini (Earth in Sanskrit) is our end-to-end platform to bridge gaps in genomic epidemiological research and surveillance. With it, we aim to provide on-ground researchers with a simple and accessible interface to lower the barrier to using complex metadata standards, while also providing users with a customisable toolkit to work for their specific diseases and contexts of interest. The platform is built using Node.js, postgres and flutter.
Disease Dashboard Scaffolding
Disease Dashboard is a flexible framework to quickly create interactive disease dashboards. It can be used for any disease and any geography, providing dynamic charts, maps, and trend analysis. Designed for ease of use and reproducibility, it helps researchers, policymakers, and public health teams explore disease data and insights efficiently.
The city scale epidemic simulator was developed to model the spread of CovID-19 in Indian demographics
Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK
Epipipeline - Data Engineering Tools for Epidemiological Data
This package contains various functions and tools to fetch, preprocess, and standardise epidemiological data.
The FMD App Toolkit is a website designed to aid veterinary officials in the management and control of the Foot and Mouth Disease (FMD). This contains modules that support scenario analysis as well as risk assessment.
FMD Scenario Analysis package
A modular Python package to simulate various vaccination strategies for foot-and-mouth disease control using a spatial simulation model
Heat Risk Forecast Dashboard
The AI-Driven Heat Risk Forecasting Platform is built to provide policy makers with real time information on heat risk to mitigate the effects of heat stress using cutting-edge AI models.
Indra - CLI/SDK for fetching weather data from various open data sources
A CLI tool for fetching weather data from open data sources, to be extended to forecast as well.
A computer vision-aided model that is coupled with geospatial analysis to streamline mosquito breeding spot identification.
PRISM-H - Mosquito larval survey app
A mobile application to simplify mosquito larval survey and reporting.
The Serosurvey Design App helps you design optimal surveys for disease burden estimation.
Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK
The Workplace Readiness Indicator helped workplaces assess the safety of employees returning to work in the wake of the COVID-19 Pandemic.
Designed and developed at CNI lab, IISc and ISI Bangalore. Models contributed to ARTPARK