A library for differentiable geometry.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for etyl from gravatar.com etyl

Unverified details

These details have not been verified by PyPI
Meta
  • License Expression: BSD-3-Clause
    SPDX License Expression
  • Maintainer: digeo developpers
  • Requires: Python >=3.10
  • Provides-Extra: test , doc
Classifiers
Report project as malware

Project description

PyPI version Python Versions License: BSD-3-Clause Tests Ruff

Geodesic traces on a bunny mesh

DiGeo (Differentiable Geometry) is a Python package designed to enable differential geometry in learning and optimisation applications on triangular meshes.

Built on PyTorch and custom CUDA kernels, DiGeo provides differentiable exponential map, parallel transport, and geodesic tracing as core operations, which are leveraged across the higher-level modules and examples in the package. It supports batched inputs, single and double precision, and runs on both CPU and GPU.

Key Features

  • Differentiable Geometry: Differentiable exponential map, parallel transport, and geodesic tracing, implemented with highly optimized C++ and CUDA kernels.
  • Batched Operations: Process multiple meshes and points simultaneously using MeshBatch and MeshPointBatch.
  • Mesh Optimization: Built-in Riemannian optimization algorithms including Gradient Descent (mesh_gd) and L-BFGS (mesh_lbfgs).
  • Geometric Deep Learning: Includes neural network modules like the Adaptive Geodesic Convolutional Layer (AGC) and Biharmonic Distance.

Installation

Dependencies

Before installing DiGeo, ensure you have a compatible python version, the necessary libraries will be installed automatically via pip:

  • Python: $\ge$ 3.10
  • Libraries: Pytorch, NumPy, tqdm, SciPy, Trimesh, Robust Laplacian

Standard Installation (via pip)

The easiest way to install the latest stable release is through PyPI. The wheels are precompiled using Pytorch 2.10 and CUDA 12.8.

pip install torch==2.10 --index-url https://download.pytorch.org/whl/cu128
pip install digeo

Compatibility Note: If you are using another version of PyTorch or CUDA, you will need to build from source to ensure binary compatibility.

Platform & Hardware Support

DiGeo utilizes custom CUDA kernels. Please note the following hardware limitations for the pip installation:

  • Linux (x86_64) and Windows (ARM64): Includes pre-compiled CUDA kernels.
  • Linux (ARM64) and macOS: pip will default to a CPU-only version. For GPU support, you will need to build the package from source.
  • For other platforms or architectures: You must build the package from source.

Install from Source

Requirements: A working C++ compiler and the NVIDIA CUDA Toolkit.

To install version x.y.z of DiGeo from source:

pip install "digeo @ git+ssh://git@github.com/circle-group/DiGeo.git@vx.y.z" --no-build-isolation

For example, to install version 1.2.3:

pip install "digeo @ git+ssh://git@github.com/circle-group/DiGeo.git@v1.2.3" --no-build-isolation

Citing

If you use DiGeo in your research, please consider citing the following paper:

@inproceedings{verninas2026disgeod,
  title={Parallelised Differentiable Straightest Geodesics for 3D Meshes},
  author={Verninas, Hippolyte and Korkmaz, Caner and Zafeiriou, Stefanos and Birdal, Tolga and Foti, Simone},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2026}
}

License

This project is licensed under the BSD 3-Clause License. See the LICENSE file for details.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for etyl from gravatar.com etyl

Unverified details

These details have not been verified by PyPI
Meta
  • License Expression: BSD-3-Clause
    SPDX License Expression
  • Maintainer: digeo developpers
  • Requires: Python >=3.10
  • Provides-Extra: test , doc
Classifiers

Release history Release notifications | RSS feed

This version

0.0.9

0.0.8

0.0.7

0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

0.0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

digeo-0.0.9-cp314-cp314-win_amd64.whl (620.3 kB view details)

Uploaded CPython 3.14Windows x86-64

digeo-0.0.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (4.0 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

digeo-0.0.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (3.3 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

digeo-0.0.9-cp314-cp314-macosx_11_0_arm64.whl (83.4 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

digeo-0.0.9-cp314-cp314-macosx_10_15_x86_64.whl (89.0 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

digeo-0.0.9-cp313-cp313-win_amd64.whl (622.4 kB view details)

Uploaded CPython 3.13Windows x86-64

digeo-0.0.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (4.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

digeo-0.0.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (3.3 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

digeo-0.0.9-cp313-cp313-macosx_11_0_arm64.whl (83.4 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

digeo-0.0.9-cp313-cp313-macosx_10_13_x86_64.whl (88.9 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

digeo-0.0.9-cp312-cp312-win_amd64.whl (622.3 kB view details)

Uploaded CPython 3.12Windows x86-64

digeo-0.0.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (4.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

digeo-0.0.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (3.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

digeo-0.0.9-cp312-cp312-macosx_11_0_arm64.whl (83.4 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

digeo-0.0.9-cp312-cp312-macosx_10_13_x86_64.whl (89.0 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

digeo-0.0.9-cp311-cp311-win_amd64.whl (621.6 kB view details)

Uploaded CPython 3.11Windows x86-64

digeo-0.0.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (4.0 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

digeo-0.0.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (3.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

digeo-0.0.9-cp311-cp311-macosx_11_0_arm64.whl (83.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

digeo-0.0.9-cp311-cp311-macosx_10_9_x86_64.whl (89.0 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

digeo-0.0.9-cp310-cp310-win_amd64.whl (620.8 kB view details)

Uploaded CPython 3.10Windows x86-64

digeo-0.0.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (4.0 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

digeo-0.0.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (3.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

digeo-0.0.9-cp310-cp310-macosx_11_0_arm64.whl (83.4 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

digeo-0.0.9-cp310-cp310-macosx_10_9_x86_64.whl (89.0 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

File details

Details for the file digeo-0.0.9-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: digeo-0.0.9-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 620.3 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for digeo-0.0.9-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 6e2e2ed77cc5d8d15e8dd6c81ae2046f401134971450bf4e22547a960e439475
MD5 b1ab9cded6cd409419aa752ea0ea3cd2
BLAKE2b-256 5e5877a909481b776ef67ddeac191e2f7e94c5c97bfd09e7f0f3d853d5ddd674

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp314-cp314-win_amd64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 27bf747cdaacd23a86ab7ca08a2007800cbb224d174866a588f980e1c8c2a584
MD5 c754f35ed689eafa637c72b83e9253f1
BLAKE2b-256 0edd178bee34b34663a312a1dee9b8101a16a25c81a22150ca5a10abcccb883f

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 8ec1738276d857aa4da2740c5618d5b2191509a0a59d3291077b820def829e9a
MD5 8c5a47cb934b1328a42a63459e0a0ae6
BLAKE2b-256 a9c1a45c25c50c7a468069c951f16c4ad7fcbf61896d1929f41b234723ef1efe

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 924e7b310b933f4993cab2a269408efae6f12970becb40c693390ccd026bf0d6
MD5 2e99d08d3099379a947a5d16022d5f8c
BLAKE2b-256 512fa0463b0f480653f88749b40a28d88c9478128d1893cfe6526f79e4284241

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 a511279e3a2c8540c0352b315a7656ce4f9291740f39912d9d93c4f2ba447303
MD5 7d0cf5b2eadd48e6db219fd5c8be4da1
BLAKE2b-256 d9ea82b304fea533a4417d3eae9dd3f7b17438121e0f8987ef222ccb13244402

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: digeo-0.0.9-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 622.4 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for digeo-0.0.9-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 5450534b5875978ca4e88eb05fbf27629bba11c6c99f35ce1cab9278206bfd97
MD5 9e28cf58f16bbbb70071da0cf7829981
BLAKE2b-256 6a22d45da1ef9cdc192b3ab26ac0e36efe515574f0e99af76816c3b2e0ad31e7

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp313-cp313-win_amd64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 fb71ff852dd24e1855d6cef19ad61a107e5b09d32729631d6bf166606efe2bb7
MD5 d9e80f0f849e4af05624eebf08d95d00
BLAKE2b-256 b68402fd2ad285f9321dd81d26562c39ca778bdbc97a72280a74c92261ed1bce

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 1ae48b1cf2f7bf13ee741b59f6d58acf043c8abd7b71115fb481b7f7b728abd3
MD5 2f365d259deac4420f4a1d63d12c1618
BLAKE2b-256 8d9befce83bebfdfcd329b06855e512f7129d1e65d4e1f924db49ccf3efaaec8

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 311b0924774bf9e68e06542b04e99d7cdf3ac9e592625b02c59e48d33a906d5e
MD5 0aa2f5d4d7f8aee6f14df66275ac08c6
BLAKE2b-256 7b357f69c9f5be6034ec6689eaa0c7bd9686b72f76107e2a1c86e86fa43d039f

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 73ded21d581a2f2bab4bcf3370480a3be27e8a3a994175fa1a8c2397e948ae4d
MD5 4fcf0ce11055c27b0b22aad5c7888434
BLAKE2b-256 fbf37029edd9af87b0b09c9bed456bcb314d16113d38fb4bf32f59837f85f6c2

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: digeo-0.0.9-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 622.3 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for digeo-0.0.9-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 f6884ca3a5e9d9eeddd56deb79824864991578edafd98ef398fad0cafea9015c
MD5 b11dc9d8032875620c5cf35d3a3e0d73
BLAKE2b-256 a30a053d494babca17c6646621d92cdb36ee8f55185e0a39454f4e42fcfaf24d

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp312-cp312-win_amd64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 76a7ddf0bdc6980f72daac94dc0dc889708e3d96e6dfcec18953a1b6349b9947
MD5 11f950d81f4d53caad1bfdd19c987f88
BLAKE2b-256 e442d0ef829b66651f322a2b1b8eaa9c1976a1fcf9006ceec5d349c9b6e4fcaf

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 bf3127a50d361281a36277b05a1c47cf4e314142484859173559fe1b01370d46
MD5 55b429102acf148d33b1134c80e452b4
BLAKE2b-256 77e9e06389b3e1383f1137344512eb0f805d0a6f16383f6260ed5e2b988823af

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0cf0df3d74771710f1dd36fbd788c4e9f098fc25cdcbf9f3d4a88b5f1fb19c60
MD5 dc0a5768df3b72946713c6cbd71cca78
BLAKE2b-256 114f422eb5294f018e56dd93c786eddc3614899efe2163d8a18fa10721e2f497

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 87a280f49af38004e0539af6196344f56d040c7d2674341ae72f8f30ce4d7ac7
MD5 b4025f37d17c3c32fa17bf0933a7ef24
BLAKE2b-256 a0d82989e1ed8ed997e2c5bfbda44cb1e01fcdc13c37e815c9ad84a59dc34833

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: digeo-0.0.9-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 621.6 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for digeo-0.0.9-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 a6e4120c01d1a42b0e9de546f03c8396c3e0acd4ffcbba25926b6812454d589d
MD5 48fbec6d268f307f86a7e47eeef042d0
BLAKE2b-256 35e7b7f0f537fd5e776081ae79847b1a063a0f950c9f941242be9b5df441ac77

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp311-cp311-win_amd64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 82a3eee1b2d924968300dabf6944bdc532cafcbe66ab9176cfd4bf7978607f8d
MD5 b6b5a31cbfd99b9c04df92b1852370ad
BLAKE2b-256 32cc011d64a272050a74456cd1342524e3d608a7910155733a1f1a317a115a91

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 5471a84dc441269ad8ece5c7ea99eaee52b195daa9901549e17506b978fc38f7
MD5 d1c93fee3ec0d4589dadd303cfa0a28e
BLAKE2b-256 1a1388f6d5ae8a48d5853fa00d808000b0612121ff35ff95de85699f3b1aac68

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 88ee7a945c2cd9a26a490b3f3c0a963860c911bf3a7343e138ef20111da4472c
MD5 1d62470e83a2f3916bfacdffde1c2e4e
BLAKE2b-256 33b208c5e98fb6252b4819da69e066797aea1b4a403cc585d9b442af6869d2a6

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 daf7dc7b69e7fa4438166640a0e7d3674632be0dc7c9ab0725cd15b9350e8192
MD5 7cfa59ccf3064807a8839fbb635315e6
BLAKE2b-256 77b2a5379e550fe786c44ddbc29a3df9ec0d28370c2611c73bd88784de82d96c

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: digeo-0.0.9-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 620.8 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for digeo-0.0.9-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 325bf3e38fcfeaec6b8ad65b63a67fa69a6cd6da671a220c5997057cb13c7195
MD5 98a74aea6f26d73329517c92bf3d1558
BLAKE2b-256 c4b8b817eb93f6920410d6194fc48723cd9c8cefd7867e116f570a641fd665bc

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp310-cp310-win_amd64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 725a04b26a4fcfe802eb1a5301a10943e405bf7c67376f2be795cf5ef31d67cd
MD5 34f35ef9369755e8f2595f1d087900fd
BLAKE2b-256 e21bbd3794cd6c65022a5a9768d896918f6cb9177c9212efd70b11adb5418465

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 eff10b0b47703ec24021269921135f6b106648051840116ae4cfcb5bdadfeebf
MD5 86f2d74d9a8b060fe8a679938ef8cab2
BLAKE2b-256 542e89ad5b1c92113f8370f5fe744c30d489e3115384fc2a8cc6e63a823ab016

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e7de4d5d63675e740fd3d990d6283263a2859089daf5dbdd34f4f5631b45ab5a
MD5 fc8a6a402f579e3f4355af999cfb2005
BLAKE2b-256 57155aeadc31eda4351093079d6ffc00bdad31285dbbebdf1362c3fa44abbe13

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file digeo-0.0.9-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for digeo-0.0.9-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 5edbf31c28947033166c25f80f29f2ff4cba774b772c17746963435aab2ed329
MD5 47ffae3d01c00701c03e427baf5c3c04
BLAKE2b-256 80def8bd9fb71851190057176613c438ba12fa8c82aab3e96c78efc1163af35c

See more details on using hashes here.

Provenance

The following attestation bundles were made for digeo-0.0.9-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: release.yml on circle-group/DiGeo

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page