JadBio

AI for Everyone

The platform is a cutting-edge automated Machine Learning solution designed to simplify model selection and training. It aims to democratize the power of machine learning by making it accessible to a broad audience. Users can effortlessly develop and implement predictive models, significantly reducing research and development time and expenses.

It offers visualizations such as feature importance, ICE-plots, and analysis results, providing users with valuable insights into their models and data.

Broad but Specialized

This AutoML platform is versatile, addressing a wide range of machine learning challenges from biological age estimation and disease monitoring to autism screening and suicide risk assessment. Despite its broad applications, it is specifically tailored for biosciences, featuring functionalities like survival analysis and bio-specific data preprocessing. It adeptly manages complex problems, handling diverse data types including multi-omics, genetic data, images, and medical signals.

Powerful API Utility

The platform's capabilities can be accessed via a REST API, enabling advanced users to integrate its functionalities into their existing software and workflows. The API is accessible through a straightforward Python client, facilitating the use of AutoML alongside a wide array of life science modules available for Python.