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pySRURGS / pyGOURGS

Global optimization by uniform random global search
GNU General Public License v3.0
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Symbolic regression script #4

Open sohrabtowfighi opened 4 years ago

sohrabtowfighi commented 4 years ago

Getting a symbolic regression script similar to pySRURGS within pyGOURGS will need some work. We need to replicate the general interface of ant.py but for symbolic regression.

We need to make sure the following are implemented in our examples/symbolic_regression.py. 1) Symbolic python simplification of math expressions 2) Fitting parameters need to be optimized using a package like lmfit

pySRURGS commented 4 years ago

I have incorporated a great deal of code from pySRURGS into symbolic_regression.py

You can begin development on the remaining parts using the command

python3 symbolic_regression.py -weights_path ./weights.csv -num_iters 10 ./weights_data.csv ./output_test.db

pySRURGS commented 4 years ago

python3 symbolic_regression.py -weights_path ./weights.csv -num_iters 10 ./weights_data.csv ./output_test.db