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    Vince Knight
    @drvinceknight
    Hey @marcharper, I'll keep pushing to that vk branch and PR so that we discuss all the things I do.
    I've set the cache going again, should be done by tomorrow (both noise and std with 10000 repetitions).
    In the mean time I'm working on the validation part of the paper. I'll open a PR later today. :+1:
    Marc
    @marcharper
    great, i have some visualization ideas i'm working on for the ml strategies
    and a few for the moran paper
    Vince Knight
    @drvinceknight
    Looks like I've underestimated the time for the cache. It's still going 👍Will let you know when it's done.
    Vince Knight
    @drvinceknight
    I've got a 1000 repetition cache down. WIll get started with the Moran processes with that.
    We're still planning on going with N/2N/2 instead of 11 right?
    Marc
    @marcharper
    yeah
    Marc
    @marcharper
    I haven't had a chance to review all the new files, will try to do so tomorrow
    Vince Knight
    @drvinceknight
    No problemo. Essentially, I've put things in place and we're waiting on data to be able to do more analysis.
    Everything is coming out of the one nb and writing tables and images to files that are then being compiled in the latex document. We'll probably end up dropping some of them (and/or including others).
    Despite the fact that there's not much data for large NN, we're already seeing expected/interesting results about memory length.
    Marc
    @marcharper
    Axelrod-Python/axelrod-moran#19
    Vince Knight
    @drvinceknight
    :+1:
    Marc
    @marcharper
    Vince / Nik: If you're thinking of using tensorflow this repository has a lot of nice examples: https://github.com/aymericdamien/TensorFlow-Examples
    Keras is a nice abstraction layer and is being incorporated into tensorflow, as is edward: http://edwardlib.org/
    and theano recently announced that they are shutting down in a year, so it's basically tensorflow or pytorch
    Vince Knight
    @drvinceknight
    👍
    (I expect it'll be about 6 months till we get to this, finishing off various other things.)
    Nikoleta Glynatsi
    @Nikoleta-v3
    Came across this new package: https://github.com/Socrats/EGTTools
    The field is progressing
    Marc
    @marcharper
    Thanks for sharing
    FYI this old package of mine computes stationary distributions and fixation probabilities: https://github.com/marcharper/stationary
    Do you know the author?
    Last I heard Julian Garcia was also working on some software, written in Julia I think
    I suggested that there should be a mailing list or some way of coordinating efforts to prevent duplication
    Nikoleta Glynatsi
    @Nikoleta-v3
    Nice! Thanks for sharing
    No I do not. I found it on Twitter
    That is a really good idea
    Marc
    @marcharper
    Let me know when you've started the mailing list :)
    Nikoleta Glynatsi
    @Nikoleta-v3
    Hahahahaha :laughing: nice try!
    Marc
    @marcharper
    Had to give it a go! But seriously though, think about it. If not you or Vince, then who? It should probably be an academic, or an academic with an industry partner :)
    Nikoleta Glynatsi
    @Nikoleta-v3
    You would have a mailing list and a repo that lists all the projects and what they do?
    Marc
    @marcharper
    and maybe a website, if the repo isn't very discoverable
    Nikoleta Glynatsi
    @Nikoleta-v3
    :thumbsup: