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Symbolic Regression


Glyph Symbolic Regression

glyph is a python 3 library based on deap providing abstraction layers for symbolic regression problems.


Code is found at glyph


It comes with batteries included:

  • predefined primitive sets
  • n-dimensional expression tree class
  • symbolic and structure-based constants
  • interfacing constant optimization to scipy.optimize
  • easy integration with joblib or dask.distributed
  • symbolic constraints
  • boilerplate code for logging, checkpointing, break conditions and command line applications
  • rich set of algorithms


glyph also includes a plug and play command line application glyph-remote which lets non-domain experts apply symbolic regression to their optimization tasks.

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