QCML
(Quantum Cognition Machine Learning)
A breakthrough in machine learning, inspired by quantum cognition principles. Unlike traditional ML, QCML offers logarithmic economy of representation, making it powerful for complex data challenges.
This means QCML can handle vastly more complex problems with far fewer resources.
Unlock the power of QCML
Talk to our teamSuperior Data Representation
Logarithmic Economy
Parameters scale linearly with features, while common tools, like Random Forest, scale exponentially.
...same performance but drastically more efficient.
Robust to Noise
Creates a global quantum manifold model that abstracts fundamental features of data geometry
...capturing the essential shape of your data while ignoring distractions
Beats the curse of dimensionality.
Naturally processes numerical, categorical, missing, and noisy data
Try it out
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Explore our comprehensive documentation to learn more about Hone-io's capabilities and implementation details.
Hone-io docsFast-Pauli Library
Check out our open-source Fast-Pauli library for optimized operations on Pauli matrices and strings.
Fast-Pauli Docs