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Dynamic Quantum Mapping (DQM)

Dynamic Quantum Mapping (DQM) is a unique, open-source system designed for exploring and understanding the intrinsic structure of high-dimensional numerical data.

DQM works on any given data set, using the mathematical framework of quantum mechanics, by creating a high-dimensional data-density map and then moving data points toward nearby regions of higher data density.

No assumptions are made about the underlying structure of the data.

Visual and numerical analysis of the resulting animated ‘evolution’ of the data can reveal both clusters and extended structures, leading to a rich understanding of relationships between and within different subsets of the data.

Documentation (on Read the Docs)

Documentation Homepage

Getting Involved

Credits

  • Marvin Weinstein
  • David Horn
  • Bernard Chen
  • Zander Teller

DQM uses the Eigen library for linear-algebra subroutines.

License

MIT License

More Information

For more information, contact Zander Teller directly at [email protected].