PySTE

A Python package for evolving unitaries and states under the Schrödinger equation using first-order Suzuki-Trotter and computing switching functions.

PySTE stands for Python Suzuki-Trotter-Evolver and is a Python interface to the C++ header-only library Suzuki-Trotter-Evolver: https://github.com/Christopher-K-Long/Suzuki-Trotter-Evolver (doi:10.5281/zenodo.17116329).

While PySTE has limited functionality in comparison to more fleshed out quantum simulation packages such as QuTiP, it is faster at some tasks:

benchmark PySTE vs QuTiP

More detailed benchmarks can be found here: https://PySTE.readthedocs.io/en/latest/benchmarks/index.html

Installation

PySTE can be installed as follows:

pip install py-ste

However, the package should be imported as:

import py_ste

Support

Current support:

	macOS Intel (10.13+, 10.15+ on 3.14)	macOS Apple Silicon (11.0+)	Windows 64bit	Windows 32bit	Windows Arm64	manylinux musllinux x86_64	Other Linux
CPython 3.8	✅	✅	✅	✅	Build from source	✅	Build from source
CPython 3.9	✅	✅	✅	✅	Build from source	✅	Build from source
CPython 3.10	✅	✅	✅	✅	Build from source	✅	Build from source
CPython 3.11	✅	✅	✅	✅	✅	✅	Build from source
CPython 3.12	✅	✅	✅	✅	✅	✅	Build from source
CPython 3.13	✅	✅	✅	✅	✅	✅	Build from source
CPython 3.14	✅	✅	✅	✅	✅	✅	Build from source

Currently, the pre-built wheels only include the dynamic evolvers. For the faster static evolvers please build from source.

Requirements

Requires:

NumPy (>= 1.21, < 3)
Suzuki-Trotter-Evolver (== 1.1.2, packaged with PySTE)
Eigen3 (>=3.4, <6, packaged with PySTE)

Note that Suzuki-Trotter-Evolver and Eigen3 are packaged with PySTE and so do not need to be installed separately.

If on Linux and using a conda environment you may encounter an error

version `GLIBCXX_...' not found

to fix this you also need to execute:

conda install -c conda-forge libstdcxx-ng

Additional requirements for testing

toml
PyYAML
SciPy (== 1.*)

Additional requirements for benchmarking

Build from source

There are several flags that can be passed which will rebuild PySTE from source using various optimisations. The flags are:

--config-setting="cmake.define.NCTRL_FIXED_SIZES=RANGE"
Defines the strategy used to compile evolvers with a fixed number of controls. The options are:
- OFF: There will only be evolvers with a dynamic number of controls.
- SINGLE: There will only be a single evolver with a fixed number of controls specified by --config-setting="cmake.define.NCTRL=...".
- RANGE (default option): There will be evolvers with a fixed number of controls in the range $[1,$ MAX_NCTRL$]$ where MAX_NCTRL can be set with --config-setting="cmake.define.MAX_NCTRL=..."
- POWER: The evolvers with a fixed number of controls will have a number of controls given by powers in the range $[1,$ MAX_POWER_NCTRL$]$ of the base BASE_NCTRL where MAX_POWER_NCTRL can be set with --config-setting="cmake.define.MAX_POWER_NCTRL=..." and BASE_NCTRL with --config-setting="cmake.define.BASE_NCTRL=..."
--config-setting="cmake.define.NCTRL=1"
The number of controls when using --config-setting="cmake.define.NCTRL_FIXED_SIZES=SINGLE". A positive integer, by default 1.
--config-setting="cmake.define.MAX_NCTRL=14"
The maximum number of controls when using --config-setting="cmake.define.NCTRL_FIXED_SIZES=RANGE". A positive integer, by default 14.
--config-setting="cmake.define.MAX_POWER_NCTRL=3"
The maximum power when using --config-setting="cmake.define.NCTRL_FIXED_SIZES=POWER". A positive integer, by default 3.
--config-setting="cmake.define.BASE_NCTRL=2"
The base of the powers when using --config-setting="cmake.define.NCTRL_FIXED_SIZES=POWER". A positive integer, by default 2.
--config-setting="cmake.define.DIM_FIXED_SIZES=RANGE"
Defines the strategy used to compile evolvers with a fixed vector space dimension. The options are:
- OFF: There will only be evolvers with a dynamic vector space dimension.
- SINGLE: There will only be a single evolver with a fixed vector space dimension specified by --config-setting="cmake.define.DIM=...".
- RANGE (default option): There will be evolvers with a fixed vector space dimension in the range $[1,$ MAX_DIM$]$ where MAX_DIM can be set with --config-setting="cmake.define.MAX_DIM=..."
- POWER: The evolvers with a fixed vector space dimension will have a vector space dimension given by powers in the range $[1,$ MAX_POWER_DIM$]$ of the base BASE_DIM where MAX_POWER_DIM can be set with --config-setting="cmake.define.MAX_POWER_DIM=..." and BASE_DIM with --config-setting="cmake.define.BASE_DIM=..."
--config-setting="cmake.define.DIM=2"
The vector space dimension when using --config-setting="cmake.define.DIM_FIXED_SIZES=SINGLE". A positive integer, by default 2.
--config-setting="cmake.define.MAX_DIM=16"
The maximum vector space dimension when using --config-setting="cmake.define.DIM_FIXED_SIZES=RANGE". A positive integer, by default 16.
--config-setting="cmake.define.MAX_POWER_DIM=4"
The maximum power when using --config-setting="cmake.define.DIM_FIXED_SIZES=POWER". A positive integer, by default 4.
--config-setting="cmake.define.BASE_DIM=2"
The base of the powers when using --config-setting="cmake.define.DIM_FIXED_SIZES=POWER". A positive integer, by default 2.

For example,

pip install --no-binary py-ste py-ste \
--no-cache-dir \
--config-setting="cmake.define.NCTRL_FIXED_SIZES=SINGLE" \
--config-setting="cmake.define.NCTRL=2" \
--config-setting="cmake.define.DIM_FIXED_SIZES=POWER" \
--config-setting="cmake.define.MAX_POWER_DIM=3" \
--verbose

will build PySTE from source and optimises evolvers at compile time with 2 control Hamiltonians acting on a vector space of dimensions 2, 4, and 8. Increasing the number of optimised evolvers increases the compile time. The --no-binary py-ste flag instructs pip to build py-ste from source and the following py-ste instructs pip that py-ste is one of the packages to collect (indeed the only package). The --no-cache-dir flag ensures that a cached .whl file is not used instead and the package is actually built from source. Finally, the --verbose flag allows the progress of the build to be seen. This is useful as the builds can often take a long time.

Note building from source requires approximately 16GB of RAM.

Cloning the repository

PySTE uses git submodules and so should be cloned with the flag --recurse-submodules as follows:

git clone --recurse-submodules https://github.com/Christopher-K-Long/PySTE

Alternatively, you can clone the repository normally and then initialise the submodules as follows

git clone https://github.com/Christopher-K-Long/PySTE
git submodule update --init --recursive

Documentation

Documentation, including worked examples, can be found at: https://PySTE.readthedocs.io

Source Code

Source code can be found at: https://github.com/Christopher-K-Long/PySTE

A mirror can be found at: https://gitlab.com/Christopher-K-Long/PySTE

Please submit all pull requests, issues, discussions, and vulnerability reports to the GitHub repository.

Releases from this repository are assigned DOIs and can be found at https://doi.org/10.5281/zenodo.17116431. The DOI for all releases is 10.5281/zenodo.17116431. Additionally, the releases are archived to https://archive.softwareheritage.org/swh:1:dir:508bd76667d9f26712852bbdc31d87d44b72bfc5.

Version and Changes

The current version is 1.1.2. Please see the Change Log for more details. PySTE uses semantic versioning.

Acknowledgements

CKL would like to thank Chris Hall for useful discussions on the structure of the package.

Metadata

Release files for py-ste 1.1.2

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

Source distribution (sdist)

Source distribution for py-ste 1.1.2
File	Size	Uploaded
py_ste-1.1.2.tar.gz	5.9 MB	Sep 8, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for py-ste 1.1.2
File	Interpreter	ABI	Platform	Reset
py_ste-1.1.2-cp314-cp314t-win_arm64.whl 1.8 MB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
py_ste-1.1.2-cp314-cp314t-win_amd64.whl 1.3 MB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
py_ste-1.1.2-cp314-cp314t-win32.whl 1.1 MB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
py_ste-1.1.2-cp314-cp314t-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp314-cp314t-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 432.9 kB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
py_ste-1.1.2-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 387.3 kB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
py_ste-1.1.2-cp314-cp314t-macosx_11_0_arm64.whl 521.9 kB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp314-cp314t-macosx_10_15_x86_64.whl 589.3 kB Sep 8, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
py_ste-1.1.2-cp314-cp314-win_arm64.whl 1.8 MB Sep 8, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
py_ste-1.1.2-cp314-cp314-win_amd64.whl 1.3 MB Sep 8, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
py_ste-1.1.2-cp314-cp314-win32.whl 1.1 MB Sep 8, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
py_ste-1.1.2-cp314-cp314-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp314-cp314-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 431.2 kB Sep 8, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
py_ste-1.1.2-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 385.7 kB Sep 8, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
py_ste-1.1.2-cp314-cp314-macosx_11_0_arm64.whl 512.9 kB Sep 8, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp314-cp314-macosx_10_15_x86_64.whl 581.9 kB Sep 8, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
py_ste-1.1.2-cp313-cp313-win_arm64.whl 1.7 MB Sep 8, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
py_ste-1.1.2-cp313-cp313-win_amd64.whl 1.2 MB Sep 8, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
py_ste-1.1.2-cp313-cp313-win32.whl 1.1 MB Sep 8, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
py_ste-1.1.2-cp313-cp313-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp313-cp313-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 431.0 kB Sep 8, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
py_ste-1.1.2-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 385.3 kB Sep 8, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
py_ste-1.1.2-cp313-cp313-macosx_11_0_arm64.whl 512.5 kB Sep 8, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp313-cp313-macosx_10_13_x86_64.whl 581.3 kB Sep 8, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
py_ste-1.1.2-cp312-cp312-win_arm64.whl 1.7 MB Sep 8, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
py_ste-1.1.2-cp312-cp312-win_amd64.whl 1.2 MB Sep 8, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
py_ste-1.1.2-cp312-cp312-win32.whl 1.1 MB Sep 8, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
py_ste-1.1.2-cp312-cp312-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp312-cp312-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 431.0 kB Sep 8, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
py_ste-1.1.2-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 385.3 kB Sep 8, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
py_ste-1.1.2-cp312-cp312-macosx_11_0_arm64.whl 512.4 kB Sep 8, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp312-cp312-macosx_10_13_x86_64.whl 581.2 kB Sep 8, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
py_ste-1.1.2-cp311-cp311-win_arm64.whl 1.7 MB Sep 8, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
py_ste-1.1.2-cp311-cp311-win_amd64.whl 1.2 MB Sep 8, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
py_ste-1.1.2-cp311-cp311-win32.whl 1.1 MB Sep 8, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
py_ste-1.1.2-cp311-cp311-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp311-cp311-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 422.3 kB Sep 8, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
py_ste-1.1.2-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 380.3 kB Sep 8, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
py_ste-1.1.2-cp311-cp311-macosx_11_0_arm64.whl 511.1 kB Sep 8, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp311-cp311-macosx_10_13_x86_64.whl 578.3 kB Sep 8, 2026	CPython 3.11	CPython 3.11	macOS 10.13+ x86-64	Details
py_ste-1.1.2-cp310-cp310-win_amd64.whl 1.2 MB Sep 8, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
py_ste-1.1.2-cp310-cp310-win32.whl 1.1 MB Sep 8, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
py_ste-1.1.2-cp310-cp310-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp310-cp310-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 419.3 kB Sep 8, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
py_ste-1.1.2-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 380.7 kB Sep 8, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
py_ste-1.1.2-cp310-cp310-macosx_11_0_arm64.whl 509.4 kB Sep 8, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp310-cp310-macosx_10_13_x86_64.whl 577.2 kB Sep 8, 2026	CPython 3.10	CPython 3.10	macOS 10.13+ x86-64	Details
py_ste-1.1.2-cp39-cp39-win_amd64.whl 1.2 MB Sep 8, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
py_ste-1.1.2-cp39-cp39-win32.whl 1.1 MB Sep 8, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
py_ste-1.1.2-cp39-cp39-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp39-cp39-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 420.0 kB Sep 8, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
py_ste-1.1.2-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 380.0 kB Sep 8, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
py_ste-1.1.2-cp39-cp39-macosx_11_0_arm64.whl 509.5 kB Sep 8, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp39-cp39-macosx_10_13_x86_64.whl 577.2 kB Sep 8, 2026	CPython 3.9	CPython 3.9	macOS 10.13+ x86-64	Details
py_ste-1.1.2-cp38-cp38-win_amd64.whl 1.3 MB Sep 8, 2026	CPython 3.8	CPython 3.8	Windows x86-64	Details
py_ste-1.1.2-cp38-cp38-win32.whl 1.1 MB Sep 8, 2026	CPython 3.8	CPython 3.8	Windows x86-32	Details
py_ste-1.1.2-cp38-cp38-musllinux_1_2_x86_64.whl 1.5 MB Sep 8, 2026	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-64	Details
py_ste-1.1.2-cp38-cp38-musllinux_1_2_aarch64.whl 1.4 MB Sep 8, 2026	CPython 3.8	CPython 3.8	Linux musl 1.2+ ARM64	Details
py_ste-1.1.2-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 417.0 kB Sep 8, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
py_ste-1.1.2-cp38-cp38-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 376.8 kB Sep 8, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
py_ste-1.1.2-cp38-cp38-macosx_11_0_arm64.whl 507.1 kB Sep 8, 2026	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
py_ste-1.1.2-cp38-cp38-macosx_10_13_x86_64.whl 574.5 kB Sep 8, 2026	CPython 3.8	CPython 3.8	macOS 10.13+ x86-64	Details

Total release size: 72.1 MB

Release files / py_ste-1.1.2.tar.gz

Download URL	py_ste-1.1.2.tar.gz
Size	5.9 MB
Tags	Source
SHA-256 checksum How to use checksums	`a7833b0a2a1e673206a8907f894e07e45f4db62cfd0ab493cacb444ac4e7629b`
BLAKE2b-256 checksum How to use checksums	`9a21ecb2970410e495ff39faa6d68e471eef39702565e8fc1227814f147926ac`
Upload date	Sep 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Christopher-K-Long/PySTE
Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

Workflow

Publishing configuration: github.com/Christopher-K-Long/PySTE/blob/2c225f20955a667df4d60c94a656e942fe490daf/.github/workflows/release-and-publish-to-pypi.yml
Publishing logs: github.com/Christopher-K-Long/PySTE/actions/runs/34247057095/attempts/1

Artifact

Subject: py_ste-1.1.2.tar.gz
SHA-256 checksum: a7833b0a2a1e673206a8907f894e07e45f4db62cfd0ab493cacb444ac4e7629b Verifying attestations

Release files / py_ste-1.1.2-cp314-cp314t-win_arm64.whl

Download URL	py_ste-1.1.2-cp314-cp314t-win_arm64.whl
Size	1.8 MB
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Release files / py_ste-1.1.2-cp311-cp311-macosx_10_13_x86_64.whl

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Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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Release files / py_ste-1.1.2-cp39-cp39-macosx_10_13_x86_64.whl

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Publishing repository: github.com/Christopher-K-Long/PySTE
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Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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Release files / py_ste-1.1.2-cp38-cp38-musllinux_1_2_x86_64.whl

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Publishing repository: github.com/Christopher-K-Long/PySTE
Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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Publishing repository: github.com/Christopher-K-Long/PySTE
Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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Release files / py_ste-1.1.2-cp38-cp38-macosx_10_13_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Christopher-K-Long/PySTE
Publishing commit: github.com/Christopher-K-Long/PySTE/tree/2c225f20955a667df4d60c94a656e942fe490daf

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This release

1.1.2 This release

Sep 8, 2026 70 release files

1.1.1

Oct 19, 2025 72 release files

1.1.0

Sep 13, 2025 37 release files

1.0.1

Jun 15, 2025 37 release files

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1.0.0

Jun 15, 2025 37 release files

py-ste 1.1.2

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