2020-02-21 17:12:01 -07:00
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# SpaceCruft Fork
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This is a SpaceCruft fork of https://github.com/kstaats/karoo_gp
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2015-11-04 04:05:31 -07:00
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# Karoo GP
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2016-07-16 12:48:59 -06:00
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Karoo GP is an evolutionary algorithm, a genetic programming application suite written in Python which supports both
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2017-02-09 18:32:37 -07:00
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symbolic regression and classification data analysis. It is ready to work with your datasets, is multicore and GPU
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enabled by means of the powerful library TensorFlow. The packge includes a Desktop application with an intuitive user
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2018-04-22 15:03:06 -06:00
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interface, and a Server application which supports fully scripted runs. Output is automatically archived. Batteries
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included. No programming required.
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2017-02-09 18:25:15 -07:00
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2019-06-09 00:02:43 -06:00
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For an interesting read on scalar vs vector, and CPU vs GPU performance with Karoo GP:
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https://arxiv.org/abs/1708.03157
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Be certain to read the User Guide!!!
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2015-11-04 04:05:31 -07:00
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2016-07-16 12:48:59 -06:00
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Learn more at <a href="http://kstaats.github.io/karoo_gp/">kstaats.github.io/karoo_gp/</a> ...
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2018-04-22 15:03:06 -06:00
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2020-02-21 17:12:50 -07:00
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# Debian Install
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To install on Debian (Buster, Stable, 10):
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```
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# Install Dependencies:
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sudo apt install python3 python3-pip python3-venv
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# Clone repo (choose this one or upstream):
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# git clone https://github.com/kstaats/karoo_gp
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git clone https://spacecruft.org/spacecruft/karoo_gp
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# Setup
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cd karoo_gp
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python3 -m venv .venv
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source .venv/bin/activate
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# Install python dependencies
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pip3 install wheel
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pip3 install numpy==1.16.4 sympy==1.4 tensorflow==1.13.1 scikit-learn==0.21.2
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# Run application
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python3 karoo_gp.py
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```
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