CatSmoothing

CatSmoothing: Smoothing Shapely Geometries with Catmull-Rom Splines

Overview

CatSmoothing smooths Shapely geometries, LineString and (Multi)Polygon, using the Catmull-Rom spline algorithm and can compute tangent angles at each vertex of a list of lines. The implementation is based on the Splines library, but offers performance improvements and additional features.

You can try CatSmoothing directly in your browser by clicking the Binder badge above.

Key Features

Written in Rust for performance and runs in parallel using Rayon
Creating splines from 2D vertices of a line that allows computing n-th derivatives
Smoothing geometries with Centripetal Catmull-Rom splines with uniform spacing (points are spaced by equal arc length, computed with Gauss-Legendre quadrature)
Computing tangent vectors at each vertex of a line
Optional vertex pre-smoothing to reduce noise before fitting: a Gaussian filter with sigma in vertices or in length along the line, or Taubin smoothing that keeps the size of well-sampled shapes
Optional curvature continuity (G2 or C2) through continuity-enhancing splits

Installation

Install CatSmoothing via pip or micromamba:

Using pip:

pip install catsmoothing

Using micromamba (or conda/mamba):

micromamba install -c conda-forge catsmoothing

Quick Start

CatSmoothing provide one class called CatmullRom that is general purpose, Catmull-Rom spline interpolation class. You can tweak the alpha parameter of the class to interpolate with different versions of the Catmull-Rom spline from 2D vertices of a line and compute n-th derivatives. For smoothing geometries, CatSmoothing uses the centripetal Catmull-Rom spline algorithm, i.e., alpha=0.5. There are two functions that can be used for smoothing geometries: smooth_linestrings and smooth_polygon. There is also a function for computing tangent angles (in radians) at each vertex of a line.

Basic Usage

For fitting a Catmull-Rom spline to a line, we can use the following code:

from catsmoothing import CatmullRom


verts = [(0, 0), (0, 0.5), (1.5, 1.5), (1.6, 1.5), (3, 0.2), (3, 0)]
n_pts = 15
smoothed = {}
for alpha in (0, 0.5, 1):
    s = CatmullRom(verts, alpha=alpha, bc_type="closed")
    dots = int((s.grid[-1] - s.grid[0]) * n_pts) + 1
    distances = s.grid[0] + np.arange(dots) / n_pts
    smoothed[alpha] = s.evaluate(distances)

Catmull-Rom Splines

For smoothing a geometry, we can use the following code:

from shapely import Polygon
import catsmoothing as cs


poly = Polygon(verts)
ploy_smoothed = cs.smooth_polygon(poly, n_pts=50)

Polygon Smoothing

For smoothing a noisy line, we can use the following code:

import numpy as np
from shapely import LineString
import catsmoothing as cs


rng = np.random.default_rng(123)
x = np.linspace(-3, 2.5, 50)
y = np.exp(-(x**2)) + 0.1 * rng.standard_normal(50)
line = LineString(np.c_[x, y])
line_smoothed = cs.smooth_linestrings(line, n_pts=30, gaussian_sigmas=2)

Line Smoothing

We can then compute the tangent angles in radians at each vertex of the smoothed line:

tangents = cs.linestrings_tangent_angles(line_smoothed)

Tangent Angles

Pre-smoothing and continuity options

The smoothing functions and CatmullRom accept keyword-only options:

sigma_units="length" measures the Gaussian sigma in coordinate units along the line, so unevenly spaced vertices are smoothed evenly.
taubin_iterations=n applies Taubin smoothing, which damps jitter and keeps the size of curves drawn with more than about a dozen vertices per turn (Gaussian smoothing shrinks closed rings).
continuity="g2" makes curvature continuous, and continuity="c2" also makes the second derivative continuous; vertices and their tangents are unchanged.

line_smoothed = cs.smooth_linestrings(
    line, distances=0.1, gaussian_sigmas=0.3, sigma_units="length", continuity="g2"
)

For more examples, visit the documentation.

Contributing

We welcome contributions! For guidelines, please refer to the contributing guide and CODE_OF_CONDUCT.md.

License

CatSmoothing is licensed under the MIT License. See the LICENSE file for details.

Metadata

Release files for catsmoothing 0.5.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

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Source distribution for catsmoothing 0.5.0
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Release files / catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl
Size	540.1 kB
Tags	CPython 3.14 Linux musl 1.2+ ARM64
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	383.3 kB
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Size	494.9 kB
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
Size	411.0 kB
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	360.0 kB
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Upload date	Oct 24, 2026
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Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Oct 24, 2026
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Release files / catsmoothing-0.5.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-macosx_11_0_arm64.whl
Size	339.0 kB
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Release files / catsmoothing-0.5.0-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	catsmoothing-0.5.0-cp314-cp314-macosx_10_12_x86_64.whl
Size	348.8 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-win_arm64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-win_arm64.whl
Size	262.5 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-win_amd64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-win_amd64.whl
Size	272.8 kB
Tags	CPython 3.13 Windows x86-64
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Release files / catsmoothing-0.5.0-cp313-cp313-win32.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-win32.whl
Size	249.7 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl
Size	589.2 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_i686.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_i686.whl
Size	623.3 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_armv7l.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_armv7l.whl
Size	635.9 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl
Size	539.0 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	381.9 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	400.2 kB
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	493.3 kB
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Upload date	Oct 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Size	410.0 kB
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Upload date	Oct 24, 2026
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	359.0 kB
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SHA-256 checksum How to use checksums	`3f89103b8b66d992bd1f1e478b27ac88169f59783de34c786fc7ae4f9e86488a`
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Upload date	Oct 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
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Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	361.5 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
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Upload date	Oct 24, 2026
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Uploaded via	`uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / catsmoothing-0.5.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-macosx_11_0_arm64.whl
Size	337.8 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`ef4a7b9d638334548011eb5e30acf3c5e2c49bfba4e2f0e12478186fda712ffd`
BLAKE2b-256 checksum How to use checksums	`f916efccfad08b77e2ed18ea67266ee5bbf4e9338844f3bf5ab30c5068971818`
Upload date	Oct 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / catsmoothing-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	catsmoothing-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl
Size	347.7 kB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`0bd59977fef61141af43ea5e436c87e1a752a18cd8795272519f9ff56fac7b32`
BLAKE2b-256 checksum How to use checksums	`5049253d4761404d7bed075f4902180898e93583316734ab2beb0119f40b750f`
Upload date	Oct 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Security for catsmoothing 0.5.0

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Release history Release notifications | RSS feed

This release

0.5.0 This release

Oct 24, 2026 43 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 382.5 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details for catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_i686.manylinux2014_i686.whl 409.8 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-32	Details for catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_i686.manylinux2014_i686.whl
catsmoothing-0.5.0-cp315-cp315-win_arm64.whl 262.8 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15	Windows ARM64	Details for catsmoothing-0.5.0-cp315-cp315-win_arm64.whl
catsmoothing-0.5.0-cp315-cp315-win_amd64.whl 273.5 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details for catsmoothing-0.5.0-cp315-cp315-win_amd64.whl
catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 382.9 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details for catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl 411.7 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-32	Details for catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl
catsmoothing-0.5.0-cp315-cp315-macosx_11_0_arm64.whl 339.2 kB Oct 24, 2026 Without provenance	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details for catsmoothing-0.5.0-cp315-cp315-macosx_11_0_arm64.whl
catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl 589.2 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details for catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl
catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl 538.4 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details for catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl
catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 382.7 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details for catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 399.5 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ IBM System/390x	Details for catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl
catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 492.2 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details for catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 361.3 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details for catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
catsmoothing-0.5.0-cp314-cp314-win_arm64.whl 262.7 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Windows ARM64	Details for catsmoothing-0.5.0-cp314-cp314-win_arm64.whl
catsmoothing-0.5.0-cp314-cp314-win_amd64.whl 273.4 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details for catsmoothing-0.5.0-cp314-cp314-win_amd64.whl
catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_x86_64.whl 590.4 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details for catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_x86_64.whl
catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_i686.whl 624.3 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-32	Details for catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_i686.whl
catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_armv7l.whl 636.7 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARMv7l	Details for catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_armv7l.whl
catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl 540.1 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details for catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 383.3 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 400.7 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ IBM System/390x	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 494.9 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ PowerPC 64-le	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl 411.0 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-32	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 360.0 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARMv7l	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 362.5 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details for catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
catsmoothing-0.5.0-cp314-cp314-macosx_11_0_arm64.whl 339.0 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details for catsmoothing-0.5.0-cp314-cp314-macosx_11_0_arm64.whl
catsmoothing-0.5.0-cp314-cp314-macosx_10_12_x86_64.whl 348.8 kB Oct 24, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details for catsmoothing-0.5.0-cp314-cp314-macosx_10_12_x86_64.whl
catsmoothing-0.5.0-cp313-cp313-win_arm64.whl 262.5 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows ARM64	Details for catsmoothing-0.5.0-cp313-cp313-win_arm64.whl
catsmoothing-0.5.0-cp313-cp313-win_amd64.whl 272.8 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for catsmoothing-0.5.0-cp313-cp313-win_amd64.whl
catsmoothing-0.5.0-cp313-cp313-win32.whl 249.7 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-32	Details for catsmoothing-0.5.0-cp313-cp313-win32.whl
catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl 589.2 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details for catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl
catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_i686.whl 623.3 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-32	Details for catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_i686.whl
catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_armv7l.whl 635.9 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARMv7l	Details for catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_armv7l.whl
catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl 539.0 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details for catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 381.9 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 400.2 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ IBM System/390x	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 493.3 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ PowerPC 64-le	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl 410.0 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-32	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 359.0 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 361.5 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details for catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
catsmoothing-0.5.0-cp313-cp313-macosx_11_0_arm64.whl 337.8 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details for catsmoothing-0.5.0-cp313-cp313-macosx_11_0_arm64.whl
catsmoothing-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl 347.7 kB Oct 24, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details for catsmoothing-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl

catsmoothing 0.5.0

CatSmoothing: Smoothing Shapely Geometries with Catmull-Rom Splines

Overview

Key Features

Installation

Quick Start

Basic Usage

Pre-smoothing and continuity options

Contributing

License

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

License

Requires

Classifiers

Metadata

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

License

Requires

Classifiers

Release files for catsmoothing 0.5.0

Source distribution (sdist)

Built distributions (wheels)

Release files / catsmoothing-0.5.0.tar.gz

Release files / catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / catsmoothing-0.5.0-cp315-cp315t-manylinux_2_17_i686.manylinux2014_i686.whl

Release files / catsmoothing-0.5.0-cp315-cp315-win_arm64.whl

Release files / catsmoothing-0.5.0-cp315-cp315-win_amd64.whl

Release files / catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / catsmoothing-0.5.0-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl

Release files / catsmoothing-0.5.0-cp315-cp315-macosx_11_0_arm64.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Release files / catsmoothing-0.5.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-win_arm64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-win_amd64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_x86_64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_i686.whl

Release files / catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_armv7l.whl

Release files / catsmoothing-0.5.0-cp314-cp314-musllinux_1_2_aarch64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / catsmoothing-0.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-macosx_11_0_arm64.whl

Release files / catsmoothing-0.5.0-cp314-cp314-macosx_10_12_x86_64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-win_arm64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-win_amd64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-win32.whl

Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_x86_64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_i686.whl

Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_armv7l.whl

Release files / catsmoothing-0.5.0-cp313-cp313-musllinux_1_2_aarch64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / catsmoothing-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-macosx_11_0_arm64.whl

Release files / catsmoothing-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl

Security for catsmoothing 0.5.0

Provenance

No provenance found

A note on package security

Release history Release notifications | RSS feed

0.5.0 This release