ITK classes for the analysis of the principal components of data sets, optionally point data associated with the vertices of a mesh.
Project description
itk-principalcomponentsanalysis provides an implementation of standard principal components analysis algorithms for use on scalar or vector data sets. Please refer to: M. Bowers and L. Younes, “Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data.”, Insight Journal, January-December 2012, http://hdl.handle.net/10380/3386
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 Distributions
Built Distributions
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp39-cp39-win_amd64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 72.2 kB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | ca316550444ce3731bc9435601182506dd7a75d24e638fa4541507faa2831111 |
|
MD5 | 0ad97e6d817f362f2c99fec8f58c6f33 |
|
BLAKE2b-256 | 2697fa75c079ef039cbf08cac354f71e4b90aac5437d0a8330fe8cae1ce415ae |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp39-cp39-manylinux1_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp39-cp39-manylinux1_x86_64.whl
- Upload date:
- Size: 135.8 kB
- Tags: CPython 3.9
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | b1384c24c1b0ef449c291e9b6b94156082d5c62cb6c7b6a1a6717e88d381c057 |
|
MD5 | 82c40f2d32a4463505b16694f9c21ce2 |
|
BLAKE2b-256 | c29ccfa9a92a33290bf6e6993aa116cb2c9f0235fa0dfc63eebf8790803642e7 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl
- Upload date:
- Size: 85.1 kB
- Tags: CPython 3.9, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8f85057b637cd0e237308526a2d09b73f1d28920de64afc000ee67a918f32e4 |
|
MD5 | 0988babc135f44132e3c06d94e1a7d5d |
|
BLAKE2b-256 | 0c50ff99645028741c748ab158c960c0c50f4d170ce08abb7bc026a45fc70a54 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp38-cp38-win_amd64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 72.2 kB
- Tags: CPython 3.8, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b2a1cce86db69a2be72cdee9e0b88293c539323ccfdde8d4f6dfe0f7363aa21 |
|
MD5 | 99fa58ddb425cc087f8c2c456fcf293a |
|
BLAKE2b-256 | 49ad84c733a2d86e766588632fb97d4223178d31b5a7926582fb8f51844d803d |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp38-cp38-manylinux1_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp38-cp38-manylinux1_x86_64.whl
- Upload date:
- Size: 136.1 kB
- Tags: CPython 3.8
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2fe364c4bb31539bd501b4a047a28191ac22901841b51cecd0fc0c86577abf58 |
|
MD5 | fc2c4693a85db5de9d8013fa499f972c |
|
BLAKE2b-256 | 2d2422057901a5078ec5769970104e54d6bcae88bd770ad6018b08e88dd2cbe2 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp38-cp38-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp38-cp38-macosx_10_9_x86_64.whl
- Upload date:
- Size: 85.4 kB
- Tags: CPython 3.8, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23e4a3492893942a5902f5a01c61cda851228cfcc479d49565e5a38f17e18b72 |
|
MD5 | 59c2ba390c0ff389f149532327d7e6eb |
|
BLAKE2b-256 | 1efd7aeeb0320cde8366c23d2a0631affbfc507daa5bf1285f92c15fdbcd41fb |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-win_amd64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-win_amd64.whl
- Upload date:
- Size: 72.1 kB
- Tags: CPython 3.7m, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2ee29b100aa996148a1d83de0f81ef156187281f42482fa993940d621ec2b298 |
|
MD5 | 881a8681761bf92492f9bd0361f76776 |
|
BLAKE2b-256 | 5c3248795ae6595b73d96b31d3a37a26369b1232982f52d0b260b0bea561b025 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-manylinux1_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-manylinux1_x86_64.whl
- Upload date:
- Size: 136.0 kB
- Tags: CPython 3.7m
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 887c4dce5e3519190701b9e942ce7a8cfcc062339e5e72314c51529844f74431 |
|
MD5 | 88d7ebde35afb6cd52289e50d296c2ea |
|
BLAKE2b-256 | ded250e7adbac52af9070e8f5ee34c636e90c5e2eb4094b39ff35833a730be25 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp37-cp37m-macosx_10_9_x86_64.whl
- Upload date:
- Size: 85.3 kB
- Tags: CPython 3.7m, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2b74480bee3dade5be58ca256ec66bdb58f000b71d512fecdafec076222716c4 |
|
MD5 | 91667f33460517e4a21c34226b5405b5 |
|
BLAKE2b-256 | f05bfc3d2a4beefb68c79e1513558ba15334dc02377ecdb1e319aab2c3704829 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-win_amd64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-win_amd64.whl
- Upload date:
- Size: 72.2 kB
- Tags: CPython 3.6m, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | f3aa84da67f86211cab64327d84a27997bedafb0a07d3e220a96341f52d01ed3 |
|
MD5 | 264e590b7174dad40bca985c432f11a0 |
|
BLAKE2b-256 | aa48f3ed33e054c1068883e673756d0d83992615773678061c7d0ee2cb5f02a0 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-manylinux1_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-manylinux1_x86_64.whl
- Upload date:
- Size: 136.0 kB
- Tags: CPython 3.6m
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e966127ff233d8e3c705aca1bb09f4e5a352aea25c032ad8172d0f1980077fd |
|
MD5 | 2f721d32c6d46444840340cfc0f4d427 |
|
BLAKE2b-256 | bb34ea98818740d9fde7df594cbeee92d43b91b9acd8f490ce8ec4a214baaec6 |
Provenance
File details
Details for the file itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-macosx_10_9_x86_64.whl
.
File metadata
- Download URL: itk_principalcomponentsanalysis-1.0.0-cp36-cp36m-macosx_10_9_x86_64.whl
- Upload date:
- Size: 85.3 kB
- Tags: CPython 3.6m, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.8.6
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc9d2c28164428d34e270bf750ffee481984ddf9f973686b96b79d52d25363ca |
|
MD5 | 29cdd0ce54b25609be23c14ce74aabff |
|
BLAKE2b-256 | 4ac22f88bd921496a114203fb3a4ed3a2f9aa10e9698586ccbd3aed6cd75b477 |