Skip to main content

A Python wrapper with extras for the FSCOPE program, written by Andreas Glatz

Project description

fluctuoscopy fluctuoscopy

Calculate conductivity contributions of superconducting fluctuations.

A blazingly fastTM Rust/Python port for the C++ FSCOPE program written by Andreas Glatz.

Installation

With Python >3.9 use

pip install fluctuoscopy

Usage

Calculate R(T) from the fscope function in SI units:

import fluctuoscopy
R, sigmas = fluctuoscopy.fscope(T, Tc, tau, tau_phi0, R0, alpha, tau_SO)

Where the inputs are floats or numpy arrays, and the outputs are an array of resistances and a dictionary of conductivity contributions, in SI units.

You can also do dimensionless calculations, returning conductivity contributions in units G0:

sigmas = fluctuoscopy.fluc_dimless(t, h, Tc_tau, Tc_tauphi)

These calculations have optimised Rust ports. To see other possible calculations use

fluctuoscopy.fscope_full({})

Where parameters are passed in as a dictionary, see the FSCOPE documentation for a full list of calculations and parameters.

Note that this uses a pre-compiled version of FSCOPE, we compiled for Windows x86, macos x86 and arm64, and linux x86. If you are on a different platform, you will have compile FSCOPE yourself.

Development and testing

For development/testing, clone the repo

git clone https://github.com/g-kimbell/fluctuoscopy

Then go inside the repo and install in editable mode

cd fluctuoscopy
pip install -e .

The project uses maturin, if you edit the Rust code or if you are on a particularly weird platform that we have not already compiled for, you will have to recompile the binaries then reinstall the module

pip install maturin
maturin build --release
pip install -e .

For testing install and run pytest

pip install pytest
pytest

Contributors

Project details


Download files

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

Source Distribution

fluctuoscopy-0.2.1.tar.gz (1.9 MB view details)

Uploaded Source

Built Distributions

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

fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded PyPymanylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp314-cp314-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.14Windows x86-64

fluctuoscopy-0.2.1-cp314-cp314-win32.whl (2.0 MB view details)

Uploaded CPython 3.14Windows x86

fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp314-cp314-macosx_11_0_arm64.whl (2.1 MB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

fluctuoscopy-0.2.1-cp314-cp314-macosx_10_12_x86_64.whl (2.1 MB view details)

Uploaded CPython 3.14macOS 10.12+ x86-64

fluctuoscopy-0.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.13tmanylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp313-cp313-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.13Windows x86-64

fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp313-cp313-macosx_11_0_arm64.whl (2.1 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

fluctuoscopy-0.2.1-cp313-cp313-macosx_10_12_x86_64.whl (2.1 MB view details)

Uploaded CPython 3.13macOS 10.12+ x86-64

fluctuoscopy-0.2.1-cp312-cp312-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.12Windows x86-64

fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp312-cp312-macosx_11_0_arm64.whl (2.1 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

fluctuoscopy-0.2.1-cp312-cp312-macosx_10_12_x86_64.whl (2.1 MB view details)

Uploaded CPython 3.12macOS 10.12+ x86-64

fluctuoscopy-0.2.1-cp311-cp311-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.11Windows x86-64

fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp311-cp311-macosx_11_0_arm64.whl (2.1 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

fluctuoscopy-0.2.1-cp311-cp311-macosx_10_12_x86_64.whl (2.1 MB view details)

Uploaded CPython 3.11macOS 10.12+ x86-64

fluctuoscopy-0.2.1-cp310-cp310-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.10Windows x86-64

fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

fluctuoscopy-0.2.1-cp39-cp39-win_amd64.whl (2.0 MB view details)

Uploaded CPython 3.9Windows x86-64

fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

File details

Details for the file fluctuoscopy-0.2.1.tar.gz.

File metadata

  • Download URL: fluctuoscopy-0.2.1.tar.gz
  • Upload date:
  • Size: 1.9 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: maturin/1.10.2

File hashes

Hashes for fluctuoscopy-0.2.1.tar.gz
Algorithm Hash digest
SHA256 631858dc8acbfc5301d7114d8a695e70ef6ea309fa500998e2b3bd992c3d87ef
MD5 ef6f8e2bfc95a561f5691bd51eb9ed63
BLAKE2b-256 e62190c2ee2f18855dbc8c4a1293defcdfa5266d0fbeebbf5e818c4a22ce2f40

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6f151c2b2148dbd73125deed822e6c4673ea9b019a18e2d6fa9431155b6d1bf8
MD5 7fe6ed20e090353515ef0726f69c157b
BLAKE2b-256 28f4b301f672dc88a947b1cf77b3f39ea91db8fdec4a70a72dead500123bd342

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 af1d6f05bf14463620c1519025540c0270193fb2bdcfb3f0081d49f495baac86
MD5 bb1a06eab9e38ca05c04ac5271b46dac
BLAKE2b-256 75407eb9d4a02945f2eb3926de452caa22a276a475d57250e7cdfea97996fb58

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 9cd4d576477509db9ad1c2c7751f55f552e8715a374ffd7df96de3459b45469d
MD5 f7e9bc353850f32345d7e144849da2e7
BLAKE2b-256 0096457bdae66a205ce174ff7f1d68957102f474df6d787c5c89fb164751a8cc

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 2e7e075b8ff70bf158d0c825dd552374205bb118565196fbb3fe80772474f61b
MD5 8f6ff91ca101d0621c364fb789b51fe7
BLAKE2b-256 4404051759a02db8a7d322a517474321ff62b2acf038f61081b0689e9700f3b8

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-win32.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 13f754b4c2a1a7a9f419a92b24cf10f61750d48ce90423b61a03ea9c8bb133ed
MD5 1373c8f007cbe36a458eadf9df050ac7
BLAKE2b-256 aee7768be251a10e50d67f848db6dc11cad4eb3e497dd9e727a5a2a5bcd951f9

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 dc20304379ce17548d2e7ada6da36e72b932382cbaf45fc1797a98e961a6f8f6
MD5 6a7c886be16d7ba14fdc6ab9121b0a6a
BLAKE2b-256 6ae33ef62a6cf55c306cf7c0221558a0c5588103ed6eabcc502c4b26fdea29b7

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ed46bb11ecb99d85c747f0d935f3b0d62d1a28881fe85e3333238b2ed09d0e2b
MD5 d42536e92f7d8592fb06516e375c6459
BLAKE2b-256 5450364446a9500d128d53a3fbb84ac24d536715ad8210545c00e7a53dcc42c9

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ee74637f4925a136b3d8cd46917b5694fe06159dcb450c336443df115ad1e2ec
MD5 b17f41829959fa7d3419bbdaf16a53cf
BLAKE2b-256 b988f085cafd69956ff5df9781e88ff1bf6a60d6e0b6f33f890d639058124805

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp314-cp314-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp314-cp314-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 dda81868ee3829979495d8a55adb3a3e97538954a74d5456aa1b3b631b473c4a
MD5 0559c7939932bb1770330d6ffd248b7d
BLAKE2b-256 7f661d46e10566f6f9ec0cbd06d2572805ea6488f7792c6e77a6f8d63300de56

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 01a5245c09567388d4e9b98d76f1c3aed8b6a645fa5140b37aaa6f6efd57b4f7
MD5 89e420332f4033821565561acaaed0a7
BLAKE2b-256 467446837d75c12518ee427ee24fab3ce660a7f364f42b3ffb8b20f1b21ae986

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 6ff13651b84b55cf469855f965cf3cc4fa93636b6a9e91787137802c4fd4afa7
MD5 8da9effdfc634fd8b2eda7a2ca98ac01
BLAKE2b-256 891a56503c57c07d859af1c3aeafbbe0da321aa2825b2725974f18372f308721

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0a21bff3dabfe85acb47d546086f798733717a970a95cf9c8e1c3b37db79c812
MD5 b46cdd5ba234362b21bb51bbb12ffba9
BLAKE2b-256 a6b588dfdefc49bf49119ab94bae804f8d81c1486aa6150c8686f7f220815f2d

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 6a075c8efec76d60dc693f3bb1991d5e13e07671b0b160de92dbbe2236f96996
MD5 ff6b10a5bd45e33b5cfe133c1165002f
BLAKE2b-256 72819d750c174d2154967e3f80ee3a00f226d8ea5d397a488a0826616b4e0f36

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a493d36dfa9cb74dc9662a85ad00119026a91dc0a02103197b3e5021fc36d121
MD5 f6ec70a9cfb17f94d9c5ef59f1d77bd9
BLAKE2b-256 e91f70f6be6d8c08db346b9c476a65dc7dc0b3452916405c0836305b9c1d6c3a

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp313-cp313-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 b3e64837d98755e9449ba20547541657036e8335c7ed89fe9a697eecb437bffa
MD5 4fc9a7ff08fb4e3f176a174675034f6c
BLAKE2b-256 f583fa952b6083df20592253e69be7e7c77cdb5f1538ff84bcc8431991f730c1

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 52160f4ed90c7dd7c5d4c8a48adbbc3baac3f5bd76eb08ca2c1af358a3dd7771
MD5 9dd497b4364a4403e906ee8537ecb289
BLAKE2b-256 7ab62c701647915e50fc0de52ea490f4407638b720db778756fde461c28874fd

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ca8309535f905d517b2d2fce1c3ec65ece7f4e16923ffeeb907e6cbed0d442d7
MD5 7b0939bf329471531512dc8a9ed50ff7
BLAKE2b-256 c295f9d6e3cd6c51ece9224719916436ff5eaefca2d209c0c83921b7b0f49480

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 78714c00a2ba50ebbaca5cb691f4c2f81123a3d13f4bcdd5788d3adf408a3bfe
MD5 16f131cf96725ce8598872f5f9e10ed5
BLAKE2b-256 55f99655b63c1ab4860ff0ae1a3d1f59964c437e1df43eb8707b62dbf0cc5442

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ecdfee246db7b69809da3bbf91047d0b6105dbe116236d726aed2593a7316aea
MD5 d9d188ee14b9aafc28ad43dde03a6708
BLAKE2b-256 b24294d64f617ed9b89072ff429ca03c9864b7bdcb30ed98766b43b9649151c3

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 bae8437b3686c7f652a7d9a1710052345994b31f3130167d23849a2f06b70f87
MD5 ae05d8ea8a03d0dc340cb99c62882282
BLAKE2b-256 eb5e93a753959ed116a40bca4a29c0a49f0984843a4fb3acb755170d9cb494ee

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 66a9850b52bd44703bf4908aaae0b9feef11e7915664e74013c6dcb7c87b11c1
MD5 c49503eecf293ff99d1f0d015d5c41dd
BLAKE2b-256 73abfd8569e7e4cbc826adedad5f4fb67c8832653cebc422f0113b19e6dabf7c

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 fc31b75e35a42c385e752f2dbddbbce90615ba674c364d0f74343670450767db
MD5 adb07ab9e270825ed846c9fc4357c786
BLAKE2b-256 92e672b25c84ac881517f332ef725deea8c7c0d94a6cd37896ebe6a148ee51e1

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 dbdb157a836d79d4c69e39282950559c3ca93c3d10c2df0ccc63002ab6b6c89a
MD5 1fb299cd64d6b8763117df975a54624d
BLAKE2b-256 6e4b787b53a8057713dea05a70292a1aff2cbff15fc711319b43176fedbde2b3

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9a5034c90788e0f66b7e3f505b5a819a82bb040cbfcd2a482d0e92057f00becc
MD5 fb221b8afb304712daf025a94f38f3e4
BLAKE2b-256 8ffa07c1647f118f8adfa366bcf4796bcd930628cf9dd2cfd3849c4c80ccca3d

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 ae477bcc17a96df8e989b7cfc7967a42dabc0c3d40d689a21271059bca69868a
MD5 49e21d59a09a5b425b4405eae243c56e
BLAKE2b-256 eef01cb450da41b08354722bb0b7706425a5a654a15012d738a9c3473577a5e4

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 fffee62395319aef006fe720c57ff9217d51999c8fc4b985a0e20ae7180cc161
MD5 6220298f3d86ff02c904fb2e227c535f
BLAKE2b-256 a90d17297bf882cd9dbe51878abe033efa5623db09d7e219905c490bf9c6d73c

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 4998fbaff278068ee2b610b2f2c5f9260b27cf356c53a0620c03f7411722c7d9
MD5 64bf846d926a28f68ae4f4d007b902e1
BLAKE2b-256 c25ca8b59f2707142af2f2ea8988d348b730025f4582496e302ec2f9522ee192

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c6d3aa046e54ef4ed61397105e444e37ffaca40d0cedee6aea14b3597a046a23
MD5 f6b68f00156ef249f65186868fdc1a33
BLAKE2b-256 657f80286383c7be9d63325b3caed267a5f06691a74c0889c99f9e9da542f200

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 fabc0065dbe2b2a6118db107927488804065151d5455bcc6f9ec9d4205cc67ac
MD5 72927bf6626f4dc2806892886b2f7550
BLAKE2b-256 21aedd7b8d2a21b6445b9386808385421710b66a58c631e86d147fb3322ad562

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e81514f6a19978036cc0fde6386b453891526584d8a2b3f5131d5a5904d3228a
MD5 3650139a7b657fb6f7b2f66b33241490
BLAKE2b-256 bfa484c78a237b543211a761beccbb979b8507adf2977e4abd7d9d03168cbf71

See more details on using hashes here.

File details

Details for the file fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for fluctuoscopy-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 81a85b79a1703922470e3e1ace89d6f298f51c9ab4aba8d0a18c69589aab259d
MD5 47d7494a199f8805285f87d24c80b85b
BLAKE2b-256 af77e7f91953efaf09316567b48f0445cc3d4634ccc1393b775f35a8da23ea13

See more details on using hashes here.

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