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/3D vertices of a line that allows computing n-th derivatives
- Smoothing geometries with Centripetal Catmull-Rom splines with uniform spacing (spacing is determined iteratively based on the arc length of the input geometry)
- Computing tangent vectors at each vertex of a line
- Optional Gaussian filtering to reduce noise in input geometries before smoothing
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/3D 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)
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)
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)
We can then compute the tangent angles in radians at each vertex of the smoothed line:
tangents = cs.linestrings_tangent_angles(line_smoothed)
For more examples, visit the documentation.
Contributing
We welcome contributions! For guidelines, please refer to the CONTRIBUTING.md and CODE_OF_CONDUCT.md.
License
CatSmoothing is licensed under the MIT License. See the LICENSE file for details.
Metadata
Release files for catsmoothing 0.4.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| catsmoothing-0.4.1.tar.gz | 25.6 kB | Details |
Built distributions (wheels)
Total release size: 42.8 MB
Release files / catsmoothing-0.4.1.tar.gz
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Release files / catsmoothing-0.4.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 361.5 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-win_arm64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-win_arm64.whl |
|---|---|
| Size | 265.3 kB |
| Tags | CPython 3.14 Windows ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-win_amd64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 282.5 kB |
| Tags | CPython 3.14 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 604.1 kB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_i686.whl |
|---|---|
| Size | 639.4 kB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 642.1 kB |
| Tags | CPython 3.14 Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 539.5 kB |
| Tags | CPython 3.14 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 396.3 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 396.6 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 517.0 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 426.3 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 365.6 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 362.8 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 339.4 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp314-cp314-macosx_10_12_x86_64.whl |
|---|---|
| Size | 364.8 kB |
| Tags | CPython 3.14 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 603.4 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_i686.whl |
|---|---|
| Size | 639.1 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 638.6 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 537.8 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 395.7 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Release files / catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 519.5 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 362.3 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 361.2 kB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-win_arm64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-win_arm64.whl |
|---|---|
| Size | 264.0 kB |
| Tags | CPython 3.13 Windows ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-win_amd64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 282.3 kB |
| Tags | CPython 3.13 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-win32.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-win32.whl |
|---|---|
| Size | 260.6 kB |
| Tags | CPython 3.13 Windows x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 604.3 kB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_i686.whl |
|---|---|
| Size | 639.6 kB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 639.8 kB |
| Tags | CPython 3.13 Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 539.3 kB |
| Tags | CPython 3.13 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 396.5 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 396.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 518.2 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 426.5 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 363.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 362.7 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 339.0 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp313-cp313-macosx_10_12_x86_64.whl |
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| Size | 364.6 kB |
| Tags | CPython 3.13 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-win_arm64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-win_arm64.whl |
|---|---|
| Size | 263.9 kB |
| Tags | CPython 3.12 Windows ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
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Release files / catsmoothing-0.4.1-cp312-cp312-win_amd64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 282.3 kB |
| Tags | CPython 3.12 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 604.4 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_i686.whl |
|---|---|
| Size | 639.6 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 639.9 kB |
| Tags | CPython 3.12 Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 538.9 kB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 396.4 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 396.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 518.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 426.5 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 363.6 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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Release files / catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 362.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 339.1 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp312-cp312-macosx_10_12_x86_64.whl |
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| Size | 364.8 kB |
| Tags | CPython 3.12 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-win_amd64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 283.7 kB |
| Tags | CPython 3.11 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 605.9 kB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_i686.whl |
|---|---|
| Size | 644.0 kB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 641.1 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 540.5 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 398.3 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 397.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 520.3 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 431.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Uploaded via |
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 364.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARMv7l |
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Release files / catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 364.1 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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Release files / catsmoothing-0.4.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 341.3 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp311-cp311-macosx_10_12_x86_64.whl |
|---|---|
| Size | 365.7 kB |
| Tags | CPython 3.11 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / catsmoothing-0.4.1-cp310-cp310-win_amd64.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 283.7 kB |
| Tags | CPython 3.10 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 606.0 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_i686.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_i686.whl |
|---|---|
| Size | 644.2 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 641.1 kB |
| Tags | CPython 3.10 Linux musl 1.2+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 541.0 kB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 398.5 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 397.4 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 520.3 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 431.8 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 364.8 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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Release files / catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | catsmoothing-0.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 364.1 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","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}
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