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app.py
CHANGED
@@ -77,7 +77,7 @@ def main():
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st.markdown("### Setup")
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st.markdown("\n Please fill the following fields with the path to the NSRwH and NSR models. Instruction on how to get or \
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train these models can be found in the README.md file")
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nsrwh = st.text_input("Path to the NSRwH model", "ControllableNeuralSymbolicRegressionWeights/nsrwh_200000000_epoch=149.ckpt")
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metadata = load_metadata_hdf5(Path("configs"))
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# Retrofit word2id if there is conditioning
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@@ -102,7 +102,7 @@ def main():
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negative_pool = prepare_negative_pool(cfg)
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st.markdown("### Define the equation to test")
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equation_examples = ["0.01*x_1**2+x_2+exp(x_3+x_4
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eq_string = st.selectbox("Select an equation or select on 'other' to write your own equation to test", equation_examples, index=4)
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if eq_string == "other":
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st.markdown("### Setup")
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st.markdown("\n Please fill the following fields with the path to the NSRwH and NSR models. Instruction on how to get or \
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train these models can be found in the README.md file")
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nsrwh = "ControllableNeuralSymbolicRegressionWeights/nsrwh_200000000_epoch=149.ckpt" #st.text_input("Path to the NSRwH model", "ControllableNeuralSymbolicRegressionWeights/nsrwh_200000000_epoch=149.ckpt")
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metadata = load_metadata_hdf5(Path("configs"))
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# Retrofit word2id if there is conditioning
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negative_pool = prepare_negative_pool(cfg)
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st.markdown("### Define the equation to test")
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equation_examples = ["0.01*x_1**2+x_2+exp(x_3)+x_4", "sin(x_1)+sqrt(x_2)+sin(x_3/2+x_4)", "x_1**(1/2)+0.3*x_2**2+x_3**2", "exp(0.043*sin(x_1*x_2))+x_3+3*x_4", "0.2*x_1**2+x_2**2+(x_3*x_4**2)", "other"]
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eq_string = st.selectbox("Select an equation or select on 'other' to write your own equation to test", equation_examples, index=4)
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if eq_string == "other":
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