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6ab7b97
1
Parent(s):
3cd939f
Output parameters for local runs
Browse files- run_pysr_and_save.py +7 -2
run_pysr_and_save.py
CHANGED
@@ -37,8 +37,10 @@ if __name__ == "__main__":
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try:
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import pysr
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from julia.api import JuliaInfo
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info = JuliaInfo.load(julia="/home/user/.local/bin/julia")
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from julia import Main as _Main
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pysr.sr.Main = _Main
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from pysr import PySRRegressor
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@@ -59,7 +61,11 @@ if __name__ == "__main__":
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df = model.equations_[["equation", "loss", "complexity"]]
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# Convert all columns to string type:
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df = df.astype(str)
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-
error_message =
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except Exception as e:
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error_message = tb.format_exc()
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# Dump to file:
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@@ -68,4 +74,3 @@ if __name__ == "__main__":
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df.to_csv("pysr_output.csv", index=False)
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with open("error.log", "w") as f:
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f.write(error_message)
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-
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try:
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import pysr
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from julia.api import JuliaInfo
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+
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info = JuliaInfo.load(julia="/home/user/.local/bin/julia")
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from julia import Main as _Main
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+
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pysr.sr.Main = _Main
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from pysr import PySRRegressor
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df = model.equations_[["equation", "loss", "complexity"]]
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# Convert all columns to string type:
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df = df.astype(str)
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error_message = (
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"Success!\n"
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f"You may run the model locally (faster) with "
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f"the following parameters:\n" + str(model.get_params())
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)
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except Exception as e:
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error_message = tb.format_exc()
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# Dump to file:
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df.to_csv("pysr_output.csv", index=False)
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with open("error.log", "w") as f:
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f.write(error_message)
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