Differentiable symbolic discovery on the EML operator (Python bindings)
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phop (Python bindings)
Python bindings for phop — differentiable symbolic discovery on the EML operator.
import numpy as np
import phop
x = np.array([[1.0], [2.0], [3.0]])
y = np.array([2.0, 4.0, 6.0])
disco = phop.Discoverer(population=256, max_depth=3, max_epochs=1000, seed=0)
result = disco.fit(x, y)
print(result.top_latex(5))
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maturin develop -m crates/phop-py/Cargo.toml
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