The Surrogate Modeling Toolbox (SMT)
Project description
The surrogate modeling toolbox (SMT) is a Python package that contains a collection of surrogate modeling methods, sampling techniques, and benchmarking functions. This package provides a library of surrogate models that is simple to use and facilitates the implementation of additional methods. SMT is different from existing surrogate modeling libraries because of its emphasis on derivatives, including training derivatives used for gradient-enhanced modeling, prediction derivatives, and derivatives with respect to the training data. It also includes new surrogate models that are not available elsewhere: kriging by partial-least squares reduction and energy-minimizing spline interpolation.
SMT 2.0 adds the capability to handle mixed-variable surrogate models and hierarchical variables.
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
Built Distributions
File details
Details for the file smt-2.8.0.tar.gz
.
File metadata
- Download URL: smt-2.8.0.tar.gz
- Upload date:
- Size: 422.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5dd1449129c9efa2e90fbc7319d3a6e4718adb7ce1a644bd4659d449b11e4274 |
|
MD5 | 236d8f26b2cbd5bf91360d6e69cb31e3 |
|
BLAKE2b-256 | db5c079c417f8acb3794a8d4b98c6a1acd118163c056ad0182ef2220b374184d |
Provenance
The following attestation bundles were made for smt-2.8.0.tar.gz
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0.tar.gz
- Subject digest:
5dd1449129c9efa2e90fbc7319d3a6e4718adb7ce1a644bd4659d449b11e4274
- Sigstore transparency entry: 147543196
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp312-cp312-win_amd64.whl
.
File metadata
- Download URL: smt-2.8.0-cp312-cp312-win_amd64.whl
- Upload date:
- Size: 336.5 kB
- Tags: CPython 3.12, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | b51028cb0b61410e06d2b406d2b00e0686f5c74fa638b58fb2b8e03746859236 |
|
MD5 | 115b053f35920933b931797fe1dab9c7 |
|
BLAKE2b-256 | bd05c841857e1b8238daa1cc228e45ec5caf3366214fabd50c8a85343a601977 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp312-cp312-win_amd64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp312-cp312-win_amd64.whl
- Subject digest:
b51028cb0b61410e06d2b406d2b00e0686f5c74fa638b58fb2b8e03746859236
- Sigstore transparency entry: 147543197
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp312-cp312-win32.whl
.
File metadata
- Download URL: smt-2.8.0-cp312-cp312-win32.whl
- Upload date:
- Size: 320.6 kB
- Tags: CPython 3.12, Windows x86
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 32fa5e6d082b253b8d53d0a6331b92725dc97963654f6247f8108fc8bdbaa3a2 |
|
MD5 | 217a8c70cccc0113c29146ecf921a706 |
|
BLAKE2b-256 | d015ddde22851034dfd1cbdb9a92253ba7949d533f26418a2a878276cbf69a9b |
Provenance
The following attestation bundles were made for smt-2.8.0-cp312-cp312-win32.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp312-cp312-win32.whl
- Subject digest:
32fa5e6d082b253b8d53d0a6331b92725dc97963654f6247f8108fc8bdbaa3a2
- Sigstore transparency entry: 147543201
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp312-cp312-musllinux_1_2_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp312-cp312-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.12, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | c06e81ba7ed584bbc1fa57b38c4655e49c801a64f3c5c1564addfb2a6e7e13b0 |
|
MD5 | a62c449f8dae600b3f8e4e8e96b7aef8 |
|
BLAKE2b-256 | 20dc8b082b99a828a2b9959602e3c44874e4724a05944bd9c432db5d61636317 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp312-cp312-musllinux_1_2_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp312-cp312-musllinux_1_2_x86_64.whl
- Subject digest:
c06e81ba7ed584bbc1fa57b38c4655e49c801a64f3c5c1564addfb2a6e7e13b0
- Sigstore transparency entry: 147543216
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 957.9 kB
- Tags: CPython 3.12, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4428900ccf4d2dca194fa44af8ce66dafb02fef8684b54c615ae3e98b52a0d70 |
|
MD5 | b969472f0b933a7889aea63276565ba6 |
|
BLAKE2b-256 | 2ef32f116eeae84f27428b37e1d0fec63ddc2b17463eae4299329d74e971c136 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
- Subject digest:
4428900ccf4d2dca194fa44af8ce66dafb02fef8684b54c615ae3e98b52a0d70
- Sigstore transparency entry: 147543213
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp312-cp312-macosx_11_0_arm64.whl
.
File metadata
- Download URL: smt-2.8.0-cp312-cp312-macosx_11_0_arm64.whl
- Upload date:
- Size: 328.1 kB
- Tags: CPython 3.12, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | be9a68682454eee841b85c927901885c6f6f58c858bd6a1a1e13e68a54257796 |
|
MD5 | 11b002d4a383cd7021e8ee9f4ea43ec9 |
|
BLAKE2b-256 | 3deb5cac566a7ed86e70d762ccb0b464df919b9e628181b1d07954b8d003b967 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp312-cp312-macosx_11_0_arm64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp312-cp312-macosx_11_0_arm64.whl
- Subject digest:
be9a68682454eee841b85c927901885c6f6f58c858bd6a1a1e13e68a54257796
- Sigstore transparency entry: 147543209
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp311-cp311-win_amd64.whl
.
File metadata
- Download URL: smt-2.8.0-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 335.8 kB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4062a7e968c606cfb157053692891b7db55f476810b339802bf0d3afff80bda7 |
|
MD5 | 5290d2215e359c6129b37255c98ba327 |
|
BLAKE2b-256 | 87a8d1104e42e7c8fe90ebf3e7d8cda0683b973c3d943b86781a935e2c6f01ec |
Provenance
The following attestation bundles were made for smt-2.8.0-cp311-cp311-win_amd64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp311-cp311-win_amd64.whl
- Subject digest:
4062a7e968c606cfb157053692891b7db55f476810b339802bf0d3afff80bda7
- Sigstore transparency entry: 147543220
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp311-cp311-win32.whl
.
File metadata
- Download URL: smt-2.8.0-cp311-cp311-win32.whl
- Upload date:
- Size: 319.8 kB
- Tags: CPython 3.11, Windows x86
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8fd292177dcf968a2d85fddf7430e362e28ecd2affc49754a4a65063a15d52bb |
|
MD5 | 06b9a369492a0d404ae4ac3c89fa1d29 |
|
BLAKE2b-256 | eb3f0332e4e192e532a480b26c1bf587f3d53daaed5fae78eeaf98ea33fae3c8 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp311-cp311-win32.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp311-cp311-win32.whl
- Subject digest:
8fd292177dcf968a2d85fddf7430e362e28ecd2affc49754a4a65063a15d52bb
- Sigstore transparency entry: 147543211
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ebb221c49818b3367100813e43f2765456a45cceb922643b5a265b7c96dbbc3 |
|
MD5 | 2b638ab45688031c0172d40f1f898bc3 |
|
BLAKE2b-256 | 9f294d28d92a7b59868f2689f74f25dc066f1e5ec354a98efc4e466dc2ea27ae |
Provenance
The following attestation bundles were made for smt-2.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
- Subject digest:
6ebb221c49818b3367100813e43f2765456a45cceb922643b5a265b7c96dbbc3
- Sigstore transparency entry: 147543202
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 944.4 kB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2c236ea64c636e3f3889fd0077eee9f7855616e91c1bcfc700fcb6cc8809953d |
|
MD5 | d1a1be665b522b94235929448eb188b7 |
|
BLAKE2b-256 | 451b8e33a1485da8d24e3a4152c824a36fdffa0676feda0df85c35b366b94264 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
- Subject digest:
2c236ea64c636e3f3889fd0077eee9f7855616e91c1bcfc700fcb6cc8809953d
- Sigstore transparency entry: 147543215
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp311-cp311-macosx_11_0_arm64.whl
.
File metadata
- Download URL: smt-2.8.0-cp311-cp311-macosx_11_0_arm64.whl
- Upload date:
- Size: 327.4 kB
- Tags: CPython 3.11, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 260e5f73ae61b911a9a3e02034bf5affe63c6c6c1d3adada79c3b9a7fcc8323f |
|
MD5 | 47ab4f6fb1e61a434004e0e5afb6783b |
|
BLAKE2b-256 | eef3d1429b10d1a8028743a8ee8efb268cb95192a5081f13f9e6fbd605d65d8c |
Provenance
The following attestation bundles were made for smt-2.8.0-cp311-cp311-macosx_11_0_arm64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp311-cp311-macosx_11_0_arm64.whl
- Subject digest:
260e5f73ae61b911a9a3e02034bf5affe63c6c6c1d3adada79c3b9a7fcc8323f
- Sigstore transparency entry: 147543226
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp310-cp310-win_amd64.whl
.
File metadata
- Download URL: smt-2.8.0-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 333.6 kB
- Tags: CPython 3.10, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 85a9f61d003ee3044585cd3a649f591eefdfbe77f1512994e1cd50e83cddab24 |
|
MD5 | 36fd12646faf82d915ce59ef7532c0e6 |
|
BLAKE2b-256 | aa1ea4b54ce9cd5e9eb882d07f524a848cd1b1a88ef587fb7ddbf5727ed8e942 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp310-cp310-win_amd64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp310-cp310-win_amd64.whl
- Subject digest:
85a9f61d003ee3044585cd3a649f591eefdfbe77f1512994e1cd50e83cddab24
- Sigstore transparency entry: 147543198
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp310-cp310-win32.whl
.
File metadata
- Download URL: smt-2.8.0-cp310-cp310-win32.whl
- Upload date:
- Size: 320.0 kB
- Tags: CPython 3.10, Windows x86
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | c60dc6cea996df6c8afae28896a9ae04da8779ef7bbd8730503ea885628d68cc |
|
MD5 | 2445c1cc5e668b4008be39ed470339f8 |
|
BLAKE2b-256 | 255ec251b0c93ec56823d1542359f9a2d7e61a09c8884f15d9191cb5db228270 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp310-cp310-win32.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp310-cp310-win32.whl
- Subject digest:
c60dc6cea996df6c8afae28896a9ae04da8779ef7bbd8730503ea885628d68cc
- Sigstore transparency entry: 147543218
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 87d1b475700f1939259aeaeb195c2713a13c6ead5ceec729ba39fe42df01efcc |
|
MD5 | 786f37fb23cdd8a1ee5c646c28577539 |
|
BLAKE2b-256 | b3ee93a296cd5a6bd9cda9648934d113173ad27e70458c9bbb29d9aebc0ec9ee |
Provenance
The following attestation bundles were made for smt-2.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
- Subject digest:
87d1b475700f1939259aeaeb195c2713a13c6ead5ceec729ba39fe42df01efcc
- Sigstore transparency entry: 147543204
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 882.5 kB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 740e38331fb2a843e706511fd416a6bf9f5ed3a30e1413d27a65f670cd65993d |
|
MD5 | acc51581744da5c88bf520d6f23cd812 |
|
BLAKE2b-256 | 2707e7e99378315efadc027cc977a3481dbebc85a83e92a45b89db108648b3d9 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
- Subject digest:
740e38331fb2a843e706511fd416a6bf9f5ed3a30e1413d27a65f670cd65993d
- Sigstore transparency entry: 147543200
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp310-cp310-macosx_11_0_arm64.whl
.
File metadata
- Download URL: smt-2.8.0-cp310-cp310-macosx_11_0_arm64.whl
- Upload date:
- Size: 327.4 kB
- Tags: CPython 3.10, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | d6360c9927304942700e4fa8ef604ef87ca393c71c63af1232ba61091e9b7c38 |
|
MD5 | 597a93bf397f4c12b06ff1805769deda |
|
BLAKE2b-256 | ee2531e75e5fc2060ce465112e2198ec02f9074c144862c0c012394ac148eadb |
Provenance
The following attestation bundles were made for smt-2.8.0-cp310-cp310-macosx_11_0_arm64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp310-cp310-macosx_11_0_arm64.whl
- Subject digest:
d6360c9927304942700e4fa8ef604ef87ca393c71c63af1232ba61091e9b7c38
- Sigstore transparency entry: 147543223
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp39-cp39-win_amd64.whl
.
File metadata
- Download URL: smt-2.8.0-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 336.8 kB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | a39a3f5ade6cd1f44058de7756ff356df5d6fd47edae4cb1302ee76f0bc10db4 |
|
MD5 | 041d43c6eacf2e1909ccb66667763dc4 |
|
BLAKE2b-256 | 0e35be41604f92e166314f665ad3f93bbd44f6532f46fe074158985db07437b9 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp39-cp39-win_amd64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp39-cp39-win_amd64.whl
- Subject digest:
a39a3f5ade6cd1f44058de7756ff356df5d6fd47edae4cb1302ee76f0bc10db4
- Sigstore transparency entry: 147543206
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp39-cp39-win32.whl
.
File metadata
- Download URL: smt-2.8.0-cp39-cp39-win32.whl
- Upload date:
- Size: 322.9 kB
- Tags: CPython 3.9, Windows x86
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | a3e125299e687fee6cde73c2c5071d5d97c4a96d8459a79765c21559e67477a6 |
|
MD5 | c49e214f42f6fd98ac0199019439ff54 |
|
BLAKE2b-256 | cfe381e9dae4d8a63fde5b0c112f17f156da29dc6e0b2835307be21bb4a12851 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp39-cp39-win32.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp39-cp39-win32.whl
- Subject digest:
a3e125299e687fee6cde73c2c5071d5d97c4a96d8459a79765c21559e67477a6
- Sigstore transparency entry: 147543224
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.9, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21e85a16992427f48b35a642234d57f270e4cbdbcbd7333612511b2ca2bd972b |
|
MD5 | d084cce4858e8accea10d9e475833d56 |
|
BLAKE2b-256 | fbc5b6d566bb574389a3c0a7bdd2e082b5a52309082e451b07ef28f679c36e1c |
Provenance
The following attestation bundles were made for smt-2.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
- Subject digest:
21e85a16992427f48b35a642234d57f270e4cbdbcbd7333612511b2ca2bd972b
- Sigstore transparency entry: 147543205
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
File metadata
- Download URL: smt-2.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 899.2 kB
- Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d5b2bb923d46f38fac4a13a5a15236e8b42ebeee1f60b9a56165062664cf331 |
|
MD5 | b2477803fc1c444693957174ed8c2c10 |
|
BLAKE2b-256 | f72e096e3f403bb2845be13771a9fce902b9b45a58bdd8ff25f5b385675e92c4 |
Provenance
The following attestation bundles were made for smt-2.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
- Subject digest:
3d5b2bb923d46f38fac4a13a5a15236e8b42ebeee1f60b9a56165062664cf331
- Sigstore transparency entry: 147543208
- Sigstore integration time:
- Predicate type:
File details
Details for the file smt-2.8.0-cp39-cp39-macosx_11_0_arm64.whl
.
File metadata
- Download URL: smt-2.8.0-cp39-cp39-macosx_11_0_arm64.whl
- Upload date:
- Size: 330.9 kB
- Tags: CPython 3.9, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.1 CPython/3.12.7
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 16561e009d31751682927162631bbd062011d3a397989f0fbd4bbeb0b302a491 |
|
MD5 | 02b85a22c7e8dbb80637eaab31e2f7e7 |
|
BLAKE2b-256 | ce308d3bb415126e58ae229ef53e84079abe704f677eafe63b1dfd20bf062fef |
Provenance
The following attestation bundles were made for smt-2.8.0-cp39-cp39-macosx_11_0_arm64.whl
:
Publisher:
build_release.yml
on SMTorg/smt
-
Statement type:
https://in-toto.io/Statement/v1
- Predicate type:
https://docs.pypi.org/attestations/publish/v1
- Subject name:
smt-2.8.0-cp39-cp39-macosx_11_0_arm64.whl
- Subject digest:
16561e009d31751682927162631bbd062011d3a397989f0fbd4bbeb0b302a491
- Sigstore transparency entry: 147543217
- Sigstore integration time:
- Predicate type: