polars-splines 0.1.1
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Description:
polarssplines 0.1.1
Polars splines
An simple extension plugin for py-polars, that interfaces with the Rust cargo splines, for spline interpolation.
Usage
The expression plugin adds splines to the expression namespace. This contains the method spline which acts on a Series of Struct type. The two fields corresponds to the (x, y) pairs to be interpolated. The spline method accepts a keyword argument xi for the interpolation points.
For example,
import polars as pl
import polars_splines
import numpy as np
x = pl.Series("x", np.linspace(0, 1, 100))
y = pl.Series("y", np.sin(x))
df = pl.DataFrame({"x": x, "y": y})
xi = pl.Series("xi", np.linspace(0, 1, 1000))
dfi = df.select(
pl.struct("x", "y").splines.spline(list(xi), fill_value=0.0).alias("yi")
).with_columns(xi)
License:
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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