Skip to main content

Fundamental algorithms for scientific computing in Python

Project description

https://raw.githubusercontent.com/scipy/scipy/main/doc/source/_static/logo.svg https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A https://img.shields.io/pypi/dm/scipy.svg?label=Pypi%20downloads https://img.shields.io/conda/dn/conda-forge/scipy.svg?label=Conda%20downloads https://img.shields.io/badge/stackoverflow-Ask%20questions-blue.svg https://img.shields.io/badge/DOI-10.1038%2Fs41592--019--0686--2-blue.svg https://insights.linuxfoundation.org/api/badge/health-score?project=scipy

SciPy (pronounced “Sigh Pie”) is an open-source software for mathematics, science, and engineering. It includes modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more.

SciPy is built to work with NumPy arrays, and provides many user-friendly and efficient numerical routines, such as routines for numerical integration and optimization. Together, they run on all popular operating systems, are quick to install, and are free of charge. NumPy and SciPy are easy to use, but powerful enough to be depended upon by some of the world’s leading scientists and engineers. If you need to manipulate numbers on a computer and display or publish the results, give SciPy a try!

For the installation instructions, see our install guide.

Call for Contributions

We appreciate and welcome contributions. Small improvements or fixes are always appreciated; issues labeled as “good first issue” may be a good starting point. Have a look at our contributing guide.

Writing code isn’t the only way to contribute to SciPy. You can also:

  • review pull requests

  • triage issues

  • develop tutorials, presentations, and other educational materials

  • maintain and improve our website

  • develop graphic design for our brand assets and promotional materials

  • help with outreach and onboard new contributors

  • write grant proposals and help with other fundraising efforts

If you’re unsure where to start or how your skills fit in, reach out! You can ask on the forum or here, on GitHub, by leaving a comment on a relevant issue that is already open.

If you are new to contributing to open source, this guide helps explain why, what, and how to get involved.

Project details


Release history Release notifications | RSS feed

Download files

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

Source Distribution

scipy-1.18.0rc2.tar.gz (30.8 MB view details)

Uploaded Source

Built Distributions

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

scipy-1.18.0rc2-cp314-cp314t-win_arm64.whl (25.3 MB view details)

Uploaded CPython 3.14tWindows ARM64

scipy-1.18.0rc2-cp314-cp314t-win_amd64.whl (37.4 MB view details)

Uploaded CPython 3.14tWindows x86-64

scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_x86_64.whl (37.5 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_aarch64.whl (35.7 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ ARM64

scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (35.3 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (34.1 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_x86_64.whl (23.4 MB view details)

Uploaded CPython 3.14tmacOS 14.0+ x86-64

scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_arm64.whl (20.8 MB view details)

Uploaded CPython 3.14tmacOS 14.0+ ARM64

scipy-1.18.0rc2-cp314-cp314t-macosx_12_0_arm64.whl (29.1 MB view details)

Uploaded CPython 3.14tmacOS 12.0+ ARM64

scipy-1.18.0rc2-cp314-cp314t-macosx_10_15_x86_64.whl (31.4 MB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

scipy-1.18.0rc2-cp314-cp314-win_arm64.whl (25.0 MB view details)

Uploaded CPython 3.14Windows ARM64

scipy-1.18.0rc2-cp314-cp314-win_amd64.whl (37.3 MB view details)

Uploaded CPython 3.14Windows x86-64

scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_x86_64.whl (37.4 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_aarch64.whl (35.6 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (35.3 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (34.0 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

scipy-1.18.0rc2-cp314-cp314-macosx_14_0_x86_64.whl (23.0 MB view details)

Uploaded CPython 3.14macOS 14.0+ x86-64

scipy-1.18.0rc2-cp314-cp314-macosx_14_0_arm64.whl (20.4 MB view details)

Uploaded CPython 3.14macOS 14.0+ ARM64

scipy-1.18.0rc2-cp314-cp314-macosx_12_0_arm64.whl (28.7 MB view details)

Uploaded CPython 3.14macOS 12.0+ ARM64

scipy-1.18.0rc2-cp314-cp314-macosx_10_15_x86_64.whl (31.0 MB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

scipy-1.18.0rc2-cp313-cp313-win_arm64.whl (24.4 MB view details)

Uploaded CPython 3.13Windows ARM64

scipy-1.18.0rc2-cp313-cp313-win_amd64.whl (36.6 MB view details)

Uploaded CPython 3.13Windows x86-64

scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_x86_64.whl (37.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_aarch64.whl (35.6 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (35.3 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (33.9 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

scipy-1.18.0rc2-cp313-cp313-macosx_14_0_x86_64.whl (23.0 MB view details)

Uploaded CPython 3.13macOS 14.0+ x86-64

scipy-1.18.0rc2-cp313-cp313-macosx_14_0_arm64.whl (20.4 MB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

scipy-1.18.0rc2-cp313-cp313-macosx_12_0_arm64.whl (28.7 MB view details)

Uploaded CPython 3.13macOS 12.0+ ARM64

scipy-1.18.0rc2-cp313-cp313-macosx_10_15_x86_64.whl (31.0 MB view details)

Uploaded CPython 3.13macOS 10.15+ x86-64

scipy-1.18.0rc2-cp312-cp312-win_arm64.whl (24.4 MB view details)

Uploaded CPython 3.12Windows ARM64

scipy-1.18.0rc2-cp312-cp312-win_amd64.whl (36.6 MB view details)

Uploaded CPython 3.12Windows x86-64

scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_x86_64.whl (37.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_aarch64.whl (35.6 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (35.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (34.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

scipy-1.18.0rc2-cp312-cp312-macosx_14_0_x86_64.whl (23.1 MB view details)

Uploaded CPython 3.12macOS 14.0+ x86-64

scipy-1.18.0rc2-cp312-cp312-macosx_14_0_arm64.whl (20.4 MB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

scipy-1.18.0rc2-cp312-cp312-macosx_12_0_arm64.whl (28.7 MB view details)

Uploaded CPython 3.12macOS 12.0+ ARM64

scipy-1.18.0rc2-cp312-cp312-macosx_10_15_x86_64.whl (31.1 MB view details)

Uploaded CPython 3.12macOS 10.15+ x86-64

File details

Details for the file scipy-1.18.0rc2.tar.gz.

File metadata

  • Download URL: scipy-1.18.0rc2.tar.gz
  • Upload date:
  • Size: 30.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2.tar.gz
Algorithm Hash digest
SHA256 a0e432930da210b6417a328de1c49c6307910c190ce9c3d2e0cf23c02384e249
MD5 70afeca8ea03be9f86bcac7131d13ecc
BLAKE2b-256 5fb2c9caa00aef1369da8e7aeae2d372fd72b5702cf0a0ce04dd67beb318b967

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2.tar.gz:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-win_arm64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp314-cp314t-win_arm64.whl
  • Upload date:
  • Size: 25.3 MB
  • Tags: CPython 3.14t, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 cd0cb06a0c1864d26e8509a42bed9ef488c33582b53e46cfce2446868ac21968
MD5 8f0e152c0c4d4e3b019d465395b860a7
BLAKE2b-256 b1991f11538652088100c014ed6b2416d4a26eb4ec5fa8acf65e3137828a4483

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-win_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 37.4 MB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 2eb06b118c1de66c4aea28c2893dfa6b8bf7f7461c3ca5f4ad0f0a8ee8105d33
MD5 8012c2992c1c82230a010c5328584ea5
BLAKE2b-256 396a4f80675fe8b3487dade82bd1d865fa5831b9b1d03ada73876cc754abcbc6

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-win_amd64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9156fb7979f63c2b649b0f0b49aec1ea0f3331ffddd3f18d8b1635fed2ec49ea
MD5 acd25c884a23bcf4cff8cdc55aad8d4f
BLAKE2b-256 c611afb6e3ada66409f6fc5f00a18fb45714d72a020d03597f497b7fb86751fc

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ccca01a4eb4ff4577a15c453359bbd26cfe2f91acd3060344e91eb3502c7801b
MD5 2ded71b602e57e7b810eee2fd89d2b39
BLAKE2b-256 61640a75e3c2a0f05ee9b4bb88113ba4f91954fa2b520fa6f334e4395399f85d

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-musllinux_1_2_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 7091cb5a11497932ed15461192529c60dbdbee5328c7ba5677771534997d9b77
MD5 c3fef80ecde42b095bd7f3b3ca37b73a
BLAKE2b-256 67a3f1f8651cdfa05484582cc80615f9ab68af8f7c1bb13ad51f8b5625547a46

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 12b0a63c2d6f2adc2f335435bfaa0005c3ce5c136f06f4d4a13dc86051095764
MD5 6a6eef784955e4a25e5e91a9be6084f2
BLAKE2b-256 f625065158bdc1a6c31f44686254d101cc9a5b446925ec05f76a7bef0c6c5cf2

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 cf506c3c3939b18aab9ff140b72500ce270255e54e9e764d3dce2aaacb7a1a56
MD5 5fc8044a47082224b3e9e6730f6e51d9
BLAKE2b-256 0d67b710c07a34bcc682fd35151d26c36447feaa858f5624c75f239a058a2a24

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 d97b52c2f71d90b97ab12758ebb3c99cd1a7b597926c81f12fd729ee0c8041ea
MD5 c1997e009f7bb4bd05d75b47529c05d2
BLAKE2b-256 a369dd15a62458e0064c547831ca1520b1aa2075f52d794881affb2b66cef452

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-macosx_14_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 e9fcac182eee4faadb48c777b7ead97e57fe4dd9139f897abd34e805bf0edeb5
MD5 b048503dbe2095d22153eebf1a9a76a5
BLAKE2b-256 1e14e054f9ea569bae538ea3bce3d7e7799dccd402442b604cb726a02d4f5f60

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-macosx_12_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 e41304f1049ffb03dca9dd10bf62a2cd6450d73c182e6cba46625a7b893cc3e6
MD5 4931e313a60fa765886ef591764475bf
BLAKE2b-256 a0007c3f2105f75b62cb6a7ea083e1e77e42db54f71d868c9f96202d9643029f

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314t-macosx_10_15_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-win_arm64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp314-cp314-win_arm64.whl
  • Upload date:
  • Size: 25.0 MB
  • Tags: CPython 3.14, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 6f2e88f25c96e3961b907c0b848710f6684e7931af26cf31db0b0553076378c8
MD5 30042e0a5848da83a67352342aa5e091
BLAKE2b-256 459f106794af276cdf2c266383e273b2560cd29cf9ef5f44e3c5e2abd710b7e8

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-win_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 37.3 MB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 ef07cb783f4d815ab3db155144f02b415c42c4f44d7e3f381445a48230cb2e60
MD5 0143db0b0d21938897261b818180223b
BLAKE2b-256 db9e92a903b8256b873792917cb79d8b52a9ffd3be073a7ac6f4eb02fcff1aac

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-win_amd64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 830c0fc2273a5e5d7bee30b3f988744f4b5e3c9119f9369799adb86e86686a58
MD5 457b5284dc6ad79158c78e8e8fdf7e32
BLAKE2b-256 05bb683a749e37a472f0c7a80db5c44c64bb9426a6e2ae7f16abc1bf8df47ca8

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ef731a5bab08430d6922c2898d13d5f1a63efc961715eba7395e7a2be6fb33a4
MD5 632464950be99c9f312430afa954338f
BLAKE2b-256 effd55eec58014892785955db5d3e6cb946a0213b8834197f63470c16a35c108

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 64a0bfe6053d079384a8db60a2445e6a2596ea320357b1deb9736957023362c1
MD5 767a60f33182c685fd52ae7c0b84a9f9
BLAKE2b-256 f0f641592400322c0c0287efb978915c15e98f269e192709930dbfb4dd154a07

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 8a8f5f57f6a6887d329c717f3d070618c9e02689c9c05ee03a263d9829e1354f
MD5 704de2daf581f2ecaff1c24c278a1b9d
BLAKE2b-256 8593bf71cbe3ed5c0235ab98b2a796d7d64a6310a49d628315a2972806bd7a7a

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 01c4a845ec2c28c93a18a351b3379eee3fd720364b665d8bb083878262f27728
MD5 79a0119f33aac05723825226cf6dbe65
BLAKE2b-256 e31367c6108dde20b0608e06bdb5dae5acc40419ff15f2d31a781073da806ac6

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-macosx_14_0_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 0045b95c831a48b218a1f50c6b40a542d0c55a321893e3028d2c3fdd027c0402
MD5 5622531c94059412b9c3a114ff76db54
BLAKE2b-256 04e7d10f3840d963feeaf501ec21853d522f6100a977b4d728c4676f0f1479a4

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-macosx_14_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 a37227d39a1502bbdd94405a5e3660c110c5f3146182d623f67d397096cc655d
MD5 5e10dfcdfce272fe778852e126c5526e
BLAKE2b-256 e1fc3f2789ad3d5ef63a2e067ec5118f7694295f2369ce7596997ddc8502ffa9

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-macosx_12_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 f05b18f076c8a92f189f054b839422b75b83bb01856f71d1dadeb9bd99022f41
MD5 bee0dd3833db3c0d23741bff25e648d7
BLAKE2b-256 bd1d9fc1e67272cea7cdc9bfc068c50d4bf20377d3aead31798c06226dee0acd

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-win_arm64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp313-cp313-win_arm64.whl
  • Upload date:
  • Size: 24.4 MB
  • Tags: CPython 3.13, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 e996d5f50ed39838587266341c23d85415ff4abc082eefbc15ebca03ad273109
MD5 d6734e4b1e248e8129d26add9b792708
BLAKE2b-256 0de66f56701f287aa6c9d366e3f931597c196bdb2e3d8c025a33caf99564028c

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-win_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 36.6 MB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 eef7c3f9a3cdc66f4c5115d8b811493b25301870473521412784e65c47efbdee
MD5 550bb93a3d4b5410f1c59fc08cc402b2
BLAKE2b-256 e3ee3e24975e9278f4c7c658036d025159937d37e1b8040c813e310c361a84a8

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-win_amd64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 fc903a6bf6a9f92e9b806d458075fd7ed378f2772953a9def921f4b3a85a329e
MD5 43d868c888ad1395de340b012c67ddce
BLAKE2b-256 dd8c5de1fc880162dd0befc88be4cbd95d9f1733e7a1a8a3091484e5e33c38bb

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 75d42d4d7517c329f99111e9b1d36ca298f11ec9e7b99e0368ef7f043e7d2c36
MD5 12e45415d825f913dab6d94b914e1de4
BLAKE2b-256 e719a37f8c4cd47cb1e2b846aa9d0ad21a30f53483e19dca23625073444ba658

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 9ce458abeabb313b9745e313c2f491486359d2760b1d257523d8ad31bdeb16e5
MD5 188fa6266050f3d6aa5d438d9e16f469
BLAKE2b-256 f105f0ed6e91459c3a222280688a3c86cb2ddf283e2b8429d461aa1411e97895

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 f40323f0bec987772c5af417cd234a87610cd20926afb4bd8389e4e00cda1c15
MD5 7fcd2f2ef691df093d4fbabb5cb8b855
BLAKE2b-256 11eb162356ae424ff9b3ba5f464a5b31ed37744ce05fd9c162f32f26df4295c1

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 7625fb23e9f17ed06d7250023e8ca77fccd51e24890975c0cbc57cbe33f3b40a
MD5 c4e8cccb5d9acfb15464e67804a3b6d7
BLAKE2b-256 aebc801c05cbe3d92152fa78f1227587119d46dbc0ca8a6a87270fba241d4a7a

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-macosx_14_0_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 b5677d1079894f52a7172f0b05d7e1a5d51f13bab92c765af7599325c401de12
MD5 bae69f0680c9f28c790457f791464929
BLAKE2b-256 fb3efb3afd7a05704c2062ec6d2c735c24265e0083767a972396e79d7457dd5e

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-macosx_14_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 1170464d124a77e71394eefbe92fbb921bce58606de8dbf55a8eb58493f708e8
MD5 59fa10d465baaf0b78898abd7be74352
BLAKE2b-256 3fd2ef347d7336f6e2685aef7c5cca5ff905468c75ec72a4776f009e7333ee01

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-macosx_12_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp313-cp313-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp313-cp313-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 51aee455b40fbc3f83c43873fe51b116e2d4cf549e2eeb854fc014d47377f086
MD5 c6f679b544877bf5fd746abdc3a35253
BLAKE2b-256 e19ca2c9977c1608a536f66c12c6fd58f5075f60ac6e7c45338bdf86a61c92b7

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp313-cp313-macosx_10_15_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-win_arm64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp312-cp312-win_arm64.whl
  • Upload date:
  • Size: 24.4 MB
  • Tags: CPython 3.12, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 f08fd2fd50d456c48502d5014541ebb5a066f912f9cf3a5b6b0877f75b3c020a
MD5 a8b31fb6840f23d4adf94a51600016b3
BLAKE2b-256 861a1ebe880be643d90931f17e90cbc4fbc458c1e4424f5f84871da9e1ddf7af

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-win_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: scipy-1.18.0rc2-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 36.6 MB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 a642b50126016d6062eeb4e9c51fe0465a74509cbaf8390c1e13f56f9f4b6ff6
MD5 41919e603424c33fc13c8fce9d66112c
BLAKE2b-256 6536424753c2f58b4192d560f19655b5a5fe4f8da94aebf4532c2d37dddce218

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-win_amd64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 bbaa829a8a3b8a9286a2f83107e43a8435960f4ecebb6af3335455b02f78fa7d
MD5 3d0636c4a61846891119324c0751e1d8
BLAKE2b-256 a8127d3d59852fbd6c32a1bfbab06c2ab51fcf45bf555bbf80fcef7223889336

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 35dda6b4241676beb32affae1133f53cb927b0c720b3e0f93af729cb0278b5d2
MD5 1750c2f1dae5b4cff526b5a0f34bcdc8
BLAKE2b-256 ce9df9556cb46c8dedb13844cb19b5aaccbaf177212b9ed199100bb5208cd591

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ffde1e52db493fa1509b57dfbaa90cbfb7bad4839fdf37a17c30fa018ceb36b6
MD5 194f37f470b09b54bc1cf591ce18ee03
BLAKE2b-256 83f518d00859988e541dd0a4f62b743571ae2ec44938204d5b25da905c8f7610

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 327238c7024f7f041a8e92849fe5293ed77580c8c0f7cf4d899c327c41fe9b81
MD5 dfaa60d909b0466e95fc7d6c0f219e3c
BLAKE2b-256 61b7b488f726658882f00f4a05e9afc6b158c93dd1c6f1211e8e89359a42fbe9

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 cbf48416480114688f9b1a7dbbbdbdee2c99be6875216f0bf86c9bbbd1a3ef30
MD5 0e276c534db78006c796a91600a3b06c
BLAKE2b-256 235692dd75340a40a8befd6a8a723f7bc8071b5dbf0805fe6e2170dd01c09b1b

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-macosx_14_0_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 d272bfca8d802ac65f349ed577bc8b6818db7164efe6b0b5e457a532b6c56969
MD5 7cf813c7b294fd13f9ef9eec99ed725e
BLAKE2b-256 1c6b5f05981a02fcb09d4edf01520edef7a143c5723b99cf08fdd93b464a30ae

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-macosx_14_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 5478b23e7795c1855d2fdf3474d2a10c556fa44d8de6e7c13010a84836c61d92
MD5 7a1faf85b38354a92a3ceb09c581b358
BLAKE2b-256 bc6212d1b2dc487fab232351032f5c81aefe7d4536cb25881543f622e6f1f222

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-macosx_12_0_arm64.whl:

Publisher: wheels.yml on scipy/scipy-release

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

File details

Details for the file scipy-1.18.0rc2-cp312-cp312-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for scipy-1.18.0rc2-cp312-cp312-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 c38eeb34c8b3fc9daed11db8f0f4771fa640b2fd8f471140bb8ecc92a9302000
MD5 d7f168006e048e8e3f2438dc92795ee8
BLAKE2b-256 d33b287282f20f35ab2a37d897f46ce236ad5af581a80e5169eeef8991ae1e34

See more details on using hashes here.

Provenance

The following attestation bundles were made for scipy-1.18.0rc2-cp312-cp312-macosx_10_15_x86_64.whl:

Publisher: wheels.yml on scipy/scipy-release

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