generated: 2026-07-20
method: searched
source: PyPI (https://pypi.org/project/hone-io/, https://pypi.org/project/hone-io-enterprise/) + docs https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/
name: Qognitive Packages
description: >-
  First-party Python client libraries for Qognitive's Hone platform, an
  analytical AI built on QCML (Quantum Cognition Machine Learning). The
  libraries expose scikit-learn-compatible wrappers (QCMLRegressor,
  QCMLClassifier) for regression and classification. Distributed as PyPI
  packages; no REST API surface is published.
packages:
  - name: hone-io
    registry: pypi
    url: https://pypi.org/project/hone-io/
    install: pip install hone-io
    language: python
    version: 2.3.0
    official: true
    edition: community
    summary: Library for quantum cognition machine learning (Community Edition).
    notes: >-
      Community edition with capacity limits (max 100 input features, 12 output
      features, Hilbert space dim 8, 1,000 training samples per batch). Contact
      support@qognitive.io for commercial licensing.
    docs: https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/
    maintainers:
      - ctgallagher
      - vahagn.k
  - name: hone-io-enterprise
    registry: pypi
    url: https://pypi.org/project/hone-io-enterprise/
    install: pip install hone-io-enterprise
    language: python
    version: 2.3.0
    official: true
    edition: enterprise
    summary: Library for quantum cognition machine learning (Enterprise Edition).
    notes: Enterprise edition with expanded capacity; requires a commercial license.
    docs: https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/
    maintainers:
      - ctgallagher
      - vahagn.k