symident

Structural identifiability of ODE models by Lie symmetries over finite fields.

symident finds the non-identifiable directions of an ODE model with observables, conditions, events and inputs, returns them as exact generators where possible, and reduces the model to identifiable parameters. The rank of the OIM is computed over F_p in a C++ kernel; closed forms are reconstructed by sparse interpolation and proven over Q, or checked at random points modulo a large prime, with an error bound where one applies.

Installation

pip install symident

Wheels are built for Linux (x86_64, aarch64, glibc 2.28 or newer; tested on Debian and Fedora), macOS (x86_64, arm64) and Windows (x86_64), for Python 3.10 to 3.14. Elsewhere pip builds from source, which needs a C++17 compiler and CMake; with OpenMP the kernel runs on several threads. The development version installs with pip install git+https://github.com/dModverse/symident.

Steady-state analyses whose resting states need a coupled nonlinear solve use msolve; on Linux and macOS symident.install_msolve() builds it into a per-user cache. The installation page covers Windows and other setups.

Example

import symident as si

m = si.Model({"A": "-k1*A", "B": "k1*A - k2*B"}, {"y": "s*B"})
res = si.detect(m, reconstruct=True)
print(res)
#> Result:  rank 4 / 5  |  1 non-identifiable direction
#>
#> Generators  X = Σᵢ ξ(i) ∂ᵢ
#>
#> Scalings:
#>   X₁  (exact)
#>       ξ(A) :  + A
#>       ξ(B) :  + B
#>       ξ(s) :  - s
#>
#> exact = proven over Q.
res.symmetries[0].generator
#> {'A': 'A', 'B': 'B', 's': '-s'}
print(res.reduce())
#> Reduced 1 of 1 direction.
#>
#> Trafo (non-identity entries)
#>   A = 1
#>
#> Sections:
#>   {X₁}  A = 1
#>   summary(detailed=True) explains each section.

Interface


`Model(odes, observables, ...)`	ODEs or a reaction network with observables, conditions, events, inputs and switches
`detect(model, ...)`	rank, identifiability and the non-identifiable directions (`Symmetries`)
`reduce(result, ...)`, `result.reduce()`	reparametrization that removes the directions (`Reduction`)
`read_petab(path)`, `Model.from_petab(path)`	a `Model` from a PEtab problem, format version 1 or 2 (`pip install "symident[petab]"`)
`reconst_control(...)`	settings of the saturation and the reconstruction
`switches(...)`	diagnostic and route switches for a `with` block

Both results print a report; summary() adds the computation details and to_dict() returns the raw result.

Contact

Simon Beyer, simon.beyer@fdm.uni-freiburg.de. Requests for further functions in model equations, questions and bug reports are welcome by e-mail or as an issue; the supported functions are listed in the user guide.

License

MIT

Metadata

Release files for symident 0.11.0

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

Source distribution (sdist)

Source distribution for symident 0.11.0
File	Size	Uploaded
symident-0.11.0.tar.gz	448.1 kB	Oct 18, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for symident 0.11.0
File	Interpreter	ABI	Platform	Reset
symident-0.11.0-cp314-cp314-win_amd64.whl 606.9 kB Oct 18, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
symident-0.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 721.0 kB Oct 18, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symident-0.11.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 694.5 kB Oct 18, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
symident-0.11.0-cp314-cp314-macosx_11_0_arm64.whl 585.7 kB Oct 18, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
symident-0.11.0-cp314-cp314-macosx_10_15_x86_64.whl 607.4 kB Oct 18, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
symident-0.11.0-cp313-cp313-win_amd64.whl 599.9 kB Oct 18, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
symident-0.11.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 720.6 kB Oct 18, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
symident-0.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 693.8 kB Oct 18, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
symident-0.11.0-cp313-cp313-macosx_11_0_arm64.whl 585.2 kB Oct 18, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
symident-0.11.0-cp313-cp313-macosx_10_13_x86_64.whl 607.3 kB Oct 18, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
symident-0.11.0-cp312-cp312-win_amd64.whl 599.9 kB Oct 18, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
symident-0.11.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 720.7 kB Oct 18, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symident-0.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 693.7 kB Oct 18, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
symident-0.11.0-cp312-cp312-macosx_11_0_arm64.whl 585.1 kB Oct 18, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
symident-0.11.0-cp312-cp312-macosx_10_13_x86_64.whl 607.2 kB Oct 18, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
symident-0.11.0-cp311-cp311-win_amd64.whl 597.4 kB Oct 18, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
symident-0.11.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 720.2 kB Oct 18, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symident-0.11.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 694.0 kB Oct 18, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
symident-0.11.0-cp311-cp311-macosx_11_0_arm64.whl 583.8 kB Oct 18, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
symident-0.11.0-cp311-cp311-macosx_10_9_x86_64.whl 605.2 kB Oct 18, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
symident-0.11.0-cp310-cp310-win_amd64.whl 596.8 kB Oct 18, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
symident-0.11.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 719.1 kB Oct 18, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symident-0.11.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 693.1 kB Oct 18, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
symident-0.11.0-cp310-cp310-macosx_11_0_arm64.whl 582.9 kB Oct 18, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
symident-0.11.0-cp310-cp310-macosx_10_9_x86_64.whl 603.9 kB Oct 18, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 16.5 MB

Release files / symident-0.11.0.tar.gz

Download URL	symident-0.11.0.tar.gz
Size	448.1 kB
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SHA-256 checksum How to use checksums	`d12767660a7d696869679eee700c0d20e5e283819646af995c596c4a7fb827b5`
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Publishing platform: GitHub Actions
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Size	606.9 kB
Tags	CPython 3.14 Windows x86-64
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Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
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Release files / symident-0.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symident-0.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Download URL	symident-0.11.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	694.5 kB
Tags	CPython 3.14 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
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Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Release files / symident-0.11.0-cp314-cp314-macosx_11_0_arm64.whl

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Size	585.7 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`90301393264d87501abf4a7dc1f4ab5f7d1d4e4846f95e054dd7320ec7e8365c`
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Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Release files / symident-0.11.0-cp314-cp314-macosx_10_15_x86_64.whl

Download URL	symident-0.11.0-cp314-cp314-macosx_10_15_x86_64.whl
Size	607.4 kB
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Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Release files / symident-0.11.0-cp313-cp313-win_amd64.whl

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Size	599.9 kB
Tags	CPython 3.13 Windows x86-64
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Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Release files / symident-0.11.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symident-0.11.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	720.6 kB
Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Subject: symident-0.11.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Release files / symident-0.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	symident-0.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	693.8 kB
Tags	CPython 3.13 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`caa52b07ae857db10a547240cd0b083ad70387c3d552a27be16b4aba6ed356a1`
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Publishing repository: github.com/dModverse/symident
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Subject: symident-0.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / symident-0.11.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	symident-0.11.0-cp313-cp313-macosx_11_0_arm64.whl
Size	585.2 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
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Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Subject: symident-0.11.0-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 789ff8ebb74848db6e51cf933552b156c3eeecaef431aa1f97c0ec30e1f43958 Verifying attestations

Release files / symident-0.11.0-cp313-cp313-macosx_10_13_x86_64.whl

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Size	607.3 kB
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

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Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp313-cp313-macosx_10_13_x86_64.whl
SHA-256 checksum: 74cba22893c92c1ab2e72006738b7cdbd9f8652f1b0f8e405510e90c1da7b22a Verifying attestations

Release files / symident-0.11.0-cp312-cp312-win_amd64.whl

Download URL	symident-0.11.0-cp312-cp312-win_amd64.whl
Size	599.9 kB
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

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Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp312-cp312-win_amd64.whl
SHA-256 checksum: f926b02400bdc42d04f734314c65259eb2aee07a7f800d2c95e0bc2a15f4371b Verifying attestations

Release files / symident-0.11.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symident-0.11.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

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Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 61c93ab6b3fd1f96127648e70e2a8308c1ee818d80d7f9e4e0be3248191e77bc Verifying attestations

Release files / symident-0.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	symident-0.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 4fefa8212cb5da85007fd3176d793f0bfdb3bea973bdf1279ddaebf1d5a7d9cc Verifying attestations

Release files / symident-0.11.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	symident-0.11.0-cp312-cp312-macosx_11_0_arm64.whl
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 093801dcfe46f0e1b5fd5d563ff84e989e4aa2d0d26ecd791f76a1a22af9e6e9 Verifying attestations

Release files / symident-0.11.0-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	symident-0.11.0-cp312-cp312-macosx_10_13_x86_64.whl
Size	607.2 kB
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp312-cp312-macosx_10_13_x86_64.whl
SHA-256 checksum: 516651bc903c5a276719bcb02b851eba5d0840e05968c8c5745c757ff91996de Verifying attestations

Release files / symident-0.11.0-cp311-cp311-win_amd64.whl

Download URL	symident-0.11.0-cp311-cp311-win_amd64.whl
Size	597.4 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`e7cefded56176d7ce74c1a55171e219d3782284409b2cd021e5f7f11345eb98c`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp311-cp311-win_amd64.whl
SHA-256 checksum: e7cefded56176d7ce74c1a55171e219d3782284409b2cd021e5f7f11345eb98c Verifying attestations

Release files / symident-0.11.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symident-0.11.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	720.2 kB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`5d2847c12ffae174ed8beb766189f8317e50180e15421b730dd25ad79c65369b`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 5d2847c12ffae174ed8beb766189f8317e50180e15421b730dd25ad79c65369b Verifying attestations

Release files / symident-0.11.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	symident-0.11.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	694.0 kB
Tags	CPython 3.11 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`f12039fa5e4bc6bbfa2a4aad056b332987f08ce7f3a1b10f1ecf3f3be7de80b9`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: f12039fa5e4bc6bbfa2a4aad056b332987f08ce7f3a1b10f1ecf3f3be7de80b9 Verifying attestations

Release files / symident-0.11.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	symident-0.11.0-cp311-cp311-macosx_11_0_arm64.whl
Size	583.8 kB
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: a45a6bd3823b74ce6c69d695527a2a584f61a7e02f1697ba7e7122aa66b6aeab Verifying attestations

Release files / symident-0.11.0-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	symident-0.11.0-cp311-cp311-macosx_10_9_x86_64.whl
Size	605.2 kB
Tags	CPython 3.11 macOS 10.9+ x86-64
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp311-cp311-macosx_10_9_x86_64.whl
SHA-256 checksum: c9f988b83ada14067bc5dfb607068fc07a8a4e04ed7a330fe1f0360274d094e6 Verifying attestations

Release files / symident-0.11.0-cp310-cp310-win_amd64.whl

Download URL	symident-0.11.0-cp310-cp310-win_amd64.whl
Size	596.8 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`e2e542d54bcd97ab48d791ff8270ac99c011cabd4095fa121f9123e68b0af663`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp310-cp310-win_amd64.whl
SHA-256 checksum: e2e542d54bcd97ab48d791ff8270ac99c011cabd4095fa121f9123e68b0af663 Verifying attestations

Release files / symident-0.11.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symident-0.11.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	719.1 kB
Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`867f26b4db216cdf0b2d3367689fd2bc84cdf55f568f0e9b7c6920cefec2c1f7`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 867f26b4db216cdf0b2d3367689fd2bc84cdf55f568f0e9b7c6920cefec2c1f7 Verifying attestations

Release files / symident-0.11.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	symident-0.11.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	693.1 kB
Tags	CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`dc075c1c8dc9601956e73ad927589f544b17f0ed569e99a8dcbdd63739b1db15`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: dc075c1c8dc9601956e73ad927589f544b17f0ed569e99a8dcbdd63739b1db15 Verifying attestations

Release files / symident-0.11.0-cp310-cp310-macosx_11_0_arm64.whl

Download URL	symident-0.11.0-cp310-cp310-macosx_11_0_arm64.whl
Size	582.9 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`3a3df1feb950bb666556ff154f094b7258760e4b08241be35e4175b4c71bf4b9`
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Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

Workflow

Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: 3a3df1feb950bb666556ff154f094b7258760e4b08241be35e4175b4c71bf4b9 Verifying attestations

Release files / symident-0.11.0-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	symident-0.11.0-cp310-cp310-macosx_10_9_x86_64.whl
Size	603.9 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`483162ccde77244be3786293e3b9eea12ab0ef0f744213741acd1b4b48087329`
BLAKE2b-256 checksum How to use checksums	`6ab89788d4815c07893d8a4af613482d0fa74130461a8611de6455ad7dd32a6b`
Upload date	Oct 18, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dModverse/symident
Publishing commit: github.com/dModverse/symident/tree/b3012fd594e148d5c9bc87d1d42b18d9455df2a5

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Publishing configuration: github.com/dModverse/symident/blob/b3012fd594e148d5c9bc87d1d42b18d9455df2a5/.github/workflows/wheels.yml
Publishing logs: github.com/dModverse/symident/actions/runs/39098875155/attempts/1

Artifact

Subject: symident-0.11.0-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: 483162ccde77244be3786293e3b9eea12ab0ef0f744213741acd1b4b48087329 Verifying attestations

Release history Release notifications | RSS feed

This release

0.11.0 This release

Oct 18, 2026 26 release files

0.10.1

Oct 16, 2026 26 release files

0.10.0

Oct 15, 2026 26 release files

0.9.3

Oct 11, 2026 26 release files

0.9.2

Oct 10, 2026 26 release files

symident 0.11.0

symident

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Release files for symident 0.11.0

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Release files / symident-0.11.0.tar.gz

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Release files / symident-0.11.0-cp314-cp314-win_amd64.whl

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Release files / symident-0.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Release files / symident-0.11.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / symident-0.11.0-cp314-cp314-macosx_11_0_arm64.whl

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Release files / symident-0.11.0-cp314-cp314-macosx_10_15_x86_64.whl

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Release files / symident-0.11.0-cp313-cp313-win_amd64.whl

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Release files / symident-0.11.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Release files / symident-0.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl