The core program generation system, providing a genetic programming library, experiment/model setup and analysis tools. https://gems-science.netlify.app

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README.md

GEMS Evolve Project Code

This repository contains ANSI common Lisp code for the core program generation system, providing a genetic programming library, experiment/model setup and analysis tools.

The project code is organised into two packages:

  • (require 'gems) - provides the basic functionality. For convenience, the package is internally organised into sub-packages: builder, gems-logger, gpstats, mini-gp and syntax-tree. It requires alexandria.
  • (require 'gems/tk) - includes the basic functionality in gems, and adds support for constructing graphical interfaces. It requires ltk and ltk-plotchart.

The project website is https://gems.codeberg.page

Install and Test

To use this code from source, download or clone and make gems available to the asdf system (depending on your installation and setup, this is done by copying or linking the "gems-evolve" directory to the appropriate directory: e.g. on Linux, ~/common-lisp/, or on Windows, C:\User\YOURNAME\common-lisp. Alternatively, if you are using portacle, copy "gems-evolve" into "portacle/projects".).

In addition, you will need to install:

To test the system in a REPL:

* (asdf:test-system :gems)

MIT Licence

Copyright (c) 2019-2024, Peter Lane and Fernand Gobet.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.