Fantastic to see this Jony! I look forward to checking it out in detail.
Those interested in genetic programming in Clojure might also want to check out: - https://github.com/lspector/gp (minimalist tree-based genetic programming implementation, written for educational purposes but maybe useful for more) - https://github.com/lspector/Clojush (long-running, active research project on an alternative approach to genetic programming) If anyone else is working in this space I'd love to hear from you too. -Lee > On May 15, 2015, at 4:57 PM, Jony Hudson <jonyepsi...@gmail.com> wrote: > > Hi All, > > it's my pleasure to share with you two libraries: darwin and algebolic. > > Algebolic is a library for evolving mathematical expressions. You can use it > to perform what's known as symbolic regression, where a symbolic mathematical > expression is found that fits a given dataset. More generally, you can use it > to evolve mathematical expressions that optimise any score function. The > expressions are implemented so they can be very quickly evaluated, as can > their derivatives which is useful in more advanced applications. We use it in > my research lab, for example, to evolve laws of physics directly from data. > > Repository: https://github.com/JonyEpsilon/algebolic > Getting started example: > http://viewer.gorilla-repl.org/view.html?source=github&user=JonyEpsilon&repo=algebolic&path=ws/demo/intro.clj > > Algebolic is powered by ... > > Darwin is a flexible framework for programming genetic algorithms, aimed at > research applications. It is representation agnostic, working just as well > for simple GA examples as it does for complex genetic programming problems. > It can be configured to perform both single- and multi-objective > optimisation, including the SPEA2 algorithm. It has facility for adaptive > evolution where the run parameters evolve in response to changes in the > population. > > Repository: https://github.com/JonyEpsilon/darwin > Getting started example: > http://viewer.gorilla-repl.org/view.html?source=github&user=JonyEpsilon&repo=darwin&path=ws/demo.clj > > > Some of the code is "research-quality" and in particular the core data > structures in Darwin are a bit suspect. And the documentation is a bit sparse > in places. But it works and maybe someone will find it useful :-) > > Enjoy! > > > Jony -- You received this message because you are subscribed to the Google Groups "Clojure" group. To post to this group, send email to clojure@googlegroups.com Note that posts from new members are moderated - please be patient with your first post. To unsubscribe from this group, send email to clojure+unsubscr...@googlegroups.com For more options, visit this group at http://groups.google.com/group/clojure?hl=en --- You received this message because you are subscribed to the Google Groups "Clojure" group. To unsubscribe from this group and stop receiving emails from it, send an email to clojure+unsubscr...@googlegroups.com. For more options, visit https://groups.google.com/d/optout.
