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.

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Superior 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

Request API Access

Request access to our QCML API to integrate our quantum cognition technology into your applications.
Request Access

QCML Documentation

Explore our comprehensive documentation to learn more about QCML's capabilities and implementation details.
QCML Docs

Fast-Pauli Library

Check out our open-source Fast-Pauli library for optimized operations on Pauli matrices and strings.
Fast-Pauli Docs