H1st is a Python framework that empowers AI engineers to build collaborative, transparent, and trustworthy AI models by integrating human insight with machine learning.
Power Tools for AI Engineers With Deadlines
H1st is designed for AI engineers and data scientists working on industrial AI projects where data scarcity, collaboration, and trustworthiness are critical challenges. It enables combining human knowledge with data-driven models to accelerate time-to-market, facilitate teamwork, and ensure AI models meet regulatory and transparency requirements.
H1st emphasizes human collaboration and trust in AI, making it suitable for regulated and industrial environments. Users should ensure Python 3.8+ compatibility and, on Windows, install Visual Studio Build Tools for successful installation. The framework supports combining domain knowledge with ML, which is critical when data is limited or evolving.
Ensure Python 3.8 or above is installed
Upgrade pip with: pip install --upgrade pip
Install H1st package: pip3 install h1st
For Windows 64-bit, install Visual Studio Build Tools before installing H1stpip install --upgrade pip
Upgrades pip to the latest version to ensure compatibility
pip3 install h1st
Installs the H1st framework Python package
Use H1st rule-based model
Demonstrates creating AI models based on human-defined rules
Use H1st ML model
Shows how to build machine learning models with H1st Modeler and Model API
Use H1st Graph
Illustrates building and managing AI workflows using H1st's graph-based approach