Welcome to Healthcare.ai!

The aim of healthcareai is to streamline machine learning in healthcare with two main goals:

  • Allow one to easily create models based on tabular data, and deploy a good model that pushes predictions to a database (MSSQL, MySQL, SQLite, CSV).
  • Provide tools related to data cleaning, manipulation, and imputation.

Where's the Source Code?

Find our code at our Github Repo Our Github repo

Do I Want This Package or the R package?

Choose this Python package if one of the following apply:

  • You're familiar with python
  • You're familiar with machine learning
  • You're working with 5M+ rows

Otherwise, the R package is recommended, as it currently has more features and R is tends to be more newbie-friendly. For a comparison of packages and capabilities, check out:

What can I do with healthcareai?