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Inpaint

Inpaint crate for image restoration and smooth interpolation of unknown values.

While inpainting is used for Images, this crate exposes its interface with ndarrays. Unlike OpenCV, any channel count and pixel type can be used.

Add to your project

For Rust, when you want to use it on images

cargo add inpaint --features image

Or in Python with uv

uv add inpaint

Information

The Telea algorithm is ported from the Pyheal project, with some optimizations for Rust. With the Python bindings the same result can be achieved with this crate. In testing it is over 30x faster than Pyheal. The sample image takes 0.6 second in Pyheal, while in this crate it takes around 0.02 seconds on my machine.

Lets have this image of the toad I recently photographed. Unfortunately, some text has been burned into the image which I desperately want to remove:

Damaged image Mask
toad Mask

Running this crate on the image returns this as the result:

Result
Result

You can call this code yourself at ./examples/python/ or ./examples/rust/.

cd examples/python && uv run main.py

cd examples/rust && cargo run --release

Features

  • Non-image support, so any array can be used as long as it is in the ndarray format.
  • Traits for the Image crate as optional feature. Just call .inpaint_telea() method on your image and have it inpainted. Make sure the image feature is enabled in your Cargo.toml
  • Python bindings to have the same functionality as Rust in Python.

Examples

Inpaint an ImageBuffer in Rust

You can also run the example in examples/simple. This will use the inpaint library and output the inpainted image as output.png.

[!IMPORTANT]
You need to have the image feature enabled.

use inpaint::prelude::*;
let mut image = image::open("./test/images/input/toad.png").unwrap().to_rgba32f();
let mask = image::open("./test/images/mask/text.png").unwrap().to_luma32f();

#[cfg(feature = "image")] // feature needs to be enabled for it to work
image.telea_inpaint(&mask, 3);

Inpaint an image in Python

import inpaint
from PIL import Image

image = Image.open("./test/images/input/toad.png")
mask = Image.open("./test/images/mask/text.png")

output = inpaint.telea(image, mask, 3)

output.save("./output.png")

Inpaint an array in Rust

When not using the Image crate, just use the raw ndarrays.

use inpaint::telea_inpaint;
use ndarray::{Array2, Array3};
use glam::USizeVec2;

let resolution = USizeVec2::new(1920, 1080);
let channels = 4;
// obviously you need to use actual data, this is just an example
let mut input_image = Array3::from_elem((resolution.y, resolution.x, channels), 0.0);
let mask = Array2::from_elem((resolution.y, resolution.x), 0.0);

telea_inpaint(&mut input_image.view_mut(), &mask.view(), 1).unwrap();

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for gillesvink from gravatar.com gillesvink

Credits

Author/Maintainer: Gilles Vink

License

European Union Public Licence 1.2 (EUPL 1.2)

Requires

Python >=3.9

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for gillesvink from gravatar.com gillesvink

Credits

Author/Maintainer: Gilles Vink

License

European Union Public Licence 1.2 (EUPL 1.2)

Requires

Python >=3.9

Classifiers

Report project as malware

Release files for inpaint 0.1.7

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

Source distribution (sdist)

Source distribution for inpaint 0.1.7
File Size Uploaded
inpaint-0.1.7.tar.gz 7.6 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for inpaint 0.1.7
File
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inpaint-0.1.7-pp311-pypy311_pp73-musllinux_1_2_i686.whl 516.4 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl 583.5 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 492.9 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 322.3 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 337.3 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 451.2 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 316.1 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 311.2 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl 336.5 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp314-cp314t-musllinux_1_2_x86_64.whl 483.3 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp314-cp314t-musllinux_1_2_i686.whl 513.3 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp314-cp314t-musllinux_1_2_armv7l.whl 580.8 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp314-cp314t-musllinux_1_2_aarch64.whl 489.5 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 334.9 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 448.2 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 313.7 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 307.5 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp314-cp314-win_amd64.whl 165.2 kB CPython 3.14 CPython 3.14 Windows x86-64 Details
inpaint-0.1.7-cp314-cp314-win32.whl 155.6 kB CPython 3.14 CPython 3.14 Windows x86-32 Details
inpaint-0.1.7-cp314-cp314-musllinux_1_2_x86_64.whl 484.0 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp314-cp314-musllinux_1_2_i686.whl 514.2 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp314-cp314-musllinux_1_2_armv7l.whl 582.5 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp314-cp314-musllinux_1_2_aarch64.whl 490.4 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 319.7 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 336.1 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 449.2 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 315.0 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 308.9 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl 334.2 kB CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp314-cp314-macosx_11_0_arm64.whl 273.8 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
inpaint-0.1.7-cp313-cp313t-musllinux_1_2_x86_64.whl 483.0 kB CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp313-cp313t-musllinux_1_2_i686.whl 512.8 kB CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp313-cp313t-musllinux_1_2_armv7l.whl 580.5 kB CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp313-cp313t-musllinux_1_2_aarch64.whl 489.0 kB CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl 334.1 kB CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 447.5 kB CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 313.3 kB CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 307.3 kB CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp313-cp313-win_amd64.whl 165.3 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
inpaint-0.1.7-cp313-cp313-musllinux_1_2_x86_64.whl 483.4 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp313-cp313-musllinux_1_2_i686.whl 513.3 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp313-cp313-musllinux_1_2_armv7l.whl 581.2 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp313-cp313-musllinux_1_2_aarch64.whl 490.1 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 319.3 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 335.8 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 447.6 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ PowerPC 64-le Details
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inpaint-0.1.7-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl 333.5 kB CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp313-cp313-macosx_11_0_arm64.whl 274.2 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
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inpaint-0.1.7-cp312-cp312-win_amd64.whl 165.1 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
inpaint-0.1.7-cp312-cp312-musllinux_1_2_x86_64.whl 483.6 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp312-cp312-musllinux_1_2_i686.whl 513.6 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp312-cp312-musllinux_1_2_armv7l.whl 582.0 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp312-cp312-musllinux_1_2_aarch64.whl 490.4 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 319.6 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 335.3 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 446.6 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 314.5 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 308.4 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 333.8 kB CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp312-cp312-macosx_11_0_arm64.whl 273.3 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
inpaint-0.1.7-cp312-cp312-macosx_10_12_x86_64.whl 281.8 kB CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
inpaint-0.1.7-cp311-cp311-win_amd64.whl 166.4 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
inpaint-0.1.7-cp311-cp311-musllinux_1_2_x86_64.whl 485.2 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp311-cp311-musllinux_1_2_i686.whl 515.9 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp311-cp311-musllinux_1_2_armv7l.whl 583.1 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp311-cp311-musllinux_1_2_aarch64.whl 492.4 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 322.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 336.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 450.4 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 315.9 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 310.6 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 336.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp311-cp311-macosx_11_0_arm64.whl 276.1 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
inpaint-0.1.7-cp311-cp311-macosx_10_12_x86_64.whl 283.8 kB CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
inpaint-0.1.7-cp310-cp310-win_amd64.whl 166.4 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
inpaint-0.1.7-cp310-cp310-musllinux_1_2_x86_64.whl 485.3 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp310-cp310-musllinux_1_2_i686.whl 516.0 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp310-cp310-musllinux_1_2_armv7l.whl 583.3 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp310-cp310-musllinux_1_2_aarch64.whl 492.3 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 322.4 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 336.7 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 452.0 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 316.1 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 310.6 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl 336.5 kB CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32 Details
inpaint-0.1.7-cp39-cp39-win_amd64.whl 168.7 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
inpaint-0.1.7-cp39-cp39-musllinux_1_2_x86_64.whl 487.0 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
inpaint-0.1.7-cp39-cp39-musllinux_1_2_i686.whl 518.7 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
inpaint-0.1.7-cp39-cp39-musllinux_1_2_armv7l.whl 586.1 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARMv7l Details
inpaint-0.1.7-cp39-cp39-musllinux_1_2_aarch64.whl 494.8 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
inpaint-0.1.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 323.9 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
inpaint-0.1.7-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 339.3 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ IBM System/390x Details
inpaint-0.1.7-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 456.0 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ PowerPC 64-le Details
inpaint-0.1.7-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 318.7 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARMv7l Details
inpaint-0.1.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 313.0 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
inpaint-0.1.7-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl 339.4 kB CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-32 Details

Total release size: 46.6 MB

Release files / inpaint-0.1.7.tar.gz

Download URL inpaint-0.1.7.tar.gz
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Release files / inpaint-0.1.7-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl

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Release files / inpaint-0.1.7-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Size 456.0 kB
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Release files / inpaint-0.1.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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This release

0.1.7 This release

101 release files

0.1.5

101 release files

0.1.4

85 release files

0.1.3

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0.1.2

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0.1.1

95 release files

0.1.0

85 release files

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