Welcome to Human-First AI (H1st) API Doc

Human-First AI (H1st AI) solves three critical challenges in real-world data science:

1. combinng human knowledge with machine intelligence,

2. enabling collaboration & productivity between domain experts, data scientists and application engineers and

3. enabling transparent and trustworthy AI

H1st is based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.

Tutorials:

• Quick start tutorials: https://h1st.ai/tutorials/h1st-graph, https://h1st.ai/tutorials/ml-model-guide, https://h1st.ai/tutorials/rule-based-model-guide

• Architectural overview: https://h1st.ai/tutorials/architectural-overview

• In-depth tutorial: https://h1st.ai/tutorials/automotive-cybersecurity-a-cold-start-problem

API Reference

• h1st
  • h1st.cli package
    • Subpackages
      • h1st.cli.templates package
    • Submodules
      • h1st.cli.project module
  • h1st.core package
    • Subpackages
      • h1st.core.ensemble package
      • h1st.core.trust package
    • Submodules
      • h1st.core.context module
      • h1st.core.exception module
      • h1st.core.fuzzy_logic_model module
      • h1st.core.graph module
      • h1st.core.ml_model module
      • h1st.core.model module
      • h1st.core.node module
      • h1st.core.node_containable module
      • h1st.core.rule_based_model module
      • h1st.core.viz module
  • h1st.model_repository package
    • Subpackages
      • h1st.model_repository.storage package
    • Submodules
      • h1st.model_repository.explorer module
      • h1st.model_repository.model_repository module
  • h1st.schema package
    • Schema Definition
    • Schema Validation
    • Subpackages
      • h1st.schema.validators package
    • Submodules
      • h1st.schema.schema_inferrer module
      • h1st.schema.schema_validation_result module
      • h1st.schema.schema_validator module
      • h1st.schema.testing module
      • h1st.schema.validation_schema module
  • h1st.tuner package
    • Submodules
      • h1st.tuner.hyperparameter_tuner module