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.
Raw data
{
"_id": null,
"home_page": "https://github.com/SMTorg/smt",
"name": "smt",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.9",
"maintainer_email": null,
"keywords": null,
"author": "Remi Lafage et al.",
"author_email": "remi.lafage@onera.fr",
"download_url": "https://files.pythonhosted.org/packages/68/64/7fb4f93f6a8b01e896b2deb59ca5c898f961f6d5a368bd50d096c9b59426/smt-2.9.4.tar.gz",
"platform": null,
"description": "\nThe 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. \nSMT 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.\n\nSMT 2.0 adds the capability to handle mixed-variable surrogate models and hierarchical variables.\n",
"bugtrack_url": null,
"license": "BSD-3",
"summary": "The Surrogate Modeling Toolbox (SMT)",
"version": "2.9.4",
"project_urls": {
"Download": "https://github.com/SMTorg/smt/releases",
"Homepage": "https://github.com/SMTorg/smt"
},
"split_keywords": [],
"urls": [
{
"comment_text": null,
"digests": {
"blake2b_256": "03f17f763ad5fdeeed13769c579fb584ef1236e4b80df3a702b79a0655e7a43a",
"md5": "8762a1a674692c956a2340dde4eeeafc",
"sha256": "3fd21d48c07d0ac8cbfb2f715a36d5db7f475fb785de3cb1d44c8a0e029846ee"
},
"downloads": -1,
"filename": "smt-2.9.4-cp310-cp310-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "8762a1a674692c956a2340dde4eeeafc",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 349383,
"upload_time": "2025-08-19T12:32:58",
"upload_time_iso_8601": "2025-08-19T12:32:58.771275Z",
"url": "https://files.pythonhosted.org/packages/03/f1/7f763ad5fdeeed13769c579fb584ef1236e4b80df3a702b79a0655e7a43a/smt-2.9.4-cp310-cp310-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "fba8fc6d4ebd0ec09086b039ea7d95049193b97f8db920a78ce10f792dd6eec5",
"md5": "9570a47bde9f6002111242f6db5ddbf3",
"sha256": "8c658fd416244e0b00ff0c66d4386e2df32625b1bcf0ce6c03a60060f68a9783"
},
"downloads": -1,
"filename": "smt-2.9.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"has_sig": false,
"md5_digest": "9570a47bde9f6002111242f6db5ddbf3",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 899187,
"upload_time": "2025-08-19T12:33:00",
"upload_time_iso_8601": "2025-08-19T12:33:00.569077Z",
"url": "https://files.pythonhosted.org/packages/fb/a8/fc6d4ebd0ec09086b039ea7d95049193b97f8db920a78ce10f792dd6eec5/smt-2.9.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "cc92cd647448f06f0155afc6ec00eaef5803a6d497534284d320ab6ac09cf8f6",
"md5": "0a07a26c704072f41513346ae07944d3",
"sha256": "accf3e70eae7c637df6f4bdc2ed790cbcef1be58c65fec5fb81bb959c748a8f7"
},
"downloads": -1,
"filename": "smt-2.9.4-cp310-cp310-musllinux_1_2_x86_64.whl",
"has_sig": false,
"md5_digest": "0a07a26c704072f41513346ae07944d3",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 1911963,
"upload_time": "2025-08-19T12:33:02",
"upload_time_iso_8601": "2025-08-19T12:33:02.257755Z",
"url": "https://files.pythonhosted.org/packages/cc/92/cd647448f06f0155afc6ec00eaef5803a6d497534284d320ab6ac09cf8f6/smt-2.9.4-cp310-cp310-musllinux_1_2_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "185140e638f11cdf5a1f2b979d26ec8c1c9b913056d092ba4789ab4019ad0154",
"md5": "f59366fa324daebb761f0e7f37fcaad5",
"sha256": "5613628739d11ee5bb08566109e525dfdb503aab246fcb028f7c9bf6d38bd2f9"
},
"downloads": -1,
"filename": "smt-2.9.4-cp310-cp310-win32.whl",
"has_sig": false,
"md5_digest": "f59366fa324daebb761f0e7f37fcaad5",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 336444,
"upload_time": "2025-08-19T12:33:03",
"upload_time_iso_8601": "2025-08-19T12:33:03.844141Z",
"url": "https://files.pythonhosted.org/packages/18/51/40e638f11cdf5a1f2b979d26ec8c1c9b913056d092ba4789ab4019ad0154/smt-2.9.4-cp310-cp310-win32.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "22ad79b4477cef745c85305ef05cb74780996b5568e55509ba619466127d9fd7",
"md5": "626e2e7aea436ff795c9e60abd224e0d",
"sha256": "bfe2d7996ed06a8d6f3bbec1fe42c9f885e06b045c1a91072c8abe8f97a563bb"
},
"downloads": -1,
"filename": "smt-2.9.4-cp310-cp310-win_amd64.whl",
"has_sig": false,
"md5_digest": "626e2e7aea436ff795c9e60abd224e0d",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 350353,
"upload_time": "2025-08-19T12:33:05",
"upload_time_iso_8601": "2025-08-19T12:33:05.453430Z",
"url": "https://files.pythonhosted.org/packages/22/ad/79b4477cef745c85305ef05cb74780996b5568e55509ba619466127d9fd7/smt-2.9.4-cp310-cp310-win_amd64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "3581b559cf719206ea3dd15052caec28a7a8e1df7dc56ce3420042897d52cd78",
"md5": "6c36e5cad85dc8606ec5aa3dcc1fd0bb",
"sha256": "701ff34e193cc28e2a24a5b0763a609fce549aa6c4ebcc5f1be8c53e2de6ea49"
},
"downloads": -1,
"filename": "smt-2.9.4-cp311-cp311-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "6c36e5cad85dc8606ec5aa3dcc1fd0bb",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 350148,
"upload_time": "2025-08-19T12:33:06",
"upload_time_iso_8601": "2025-08-19T12:33:06.816014Z",
"url": "https://files.pythonhosted.org/packages/35/81/b559cf719206ea3dd15052caec28a7a8e1df7dc56ce3420042897d52cd78/smt-2.9.4-cp311-cp311-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "59114db7aca4a7172027f918c3b87892751b2a2a2a8e41005dc1efc947e3d767",
"md5": "18e5fc9eca042a6a08f38c21ff0c5fee",
"sha256": "b5b26f28dc707e4070abea0ef5f50f36aac50341918781b80ef67ab1c2b79a05"
},
"downloads": -1,
"filename": "smt-2.9.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"has_sig": false,
"md5_digest": "18e5fc9eca042a6a08f38c21ff0c5fee",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 930707,
"upload_time": "2025-08-19T12:33:08",
"upload_time_iso_8601": "2025-08-19T12:33:08.062433Z",
"url": "https://files.pythonhosted.org/packages/59/11/4db7aca4a7172027f918c3b87892751b2a2a2a8e41005dc1efc947e3d767/smt-2.9.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "762d4182c3534fbda0db4d3381b5c9bbd28056fddcda945e3eb428669af563a6",
"md5": "ddf22828a662661978595b0859045f17",
"sha256": "128b446430ce61bbbc7114602d5eef428a7a7a1a00d8098f506da5a763f762cb"
},
"downloads": -1,
"filename": "smt-2.9.4-cp311-cp311-musllinux_1_2_x86_64.whl",
"has_sig": false,
"md5_digest": "ddf22828a662661978595b0859045f17",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 1945022,
"upload_time": "2025-08-19T12:33:09",
"upload_time_iso_8601": "2025-08-19T12:33:09.354568Z",
"url": "https://files.pythonhosted.org/packages/76/2d/4182c3534fbda0db4d3381b5c9bbd28056fddcda945e3eb428669af563a6/smt-2.9.4-cp311-cp311-musllinux_1_2_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "a94c3d0a3bef2f972fac81c0d75f42095d5f78326de4b95d72f3291aa5e802bf",
"md5": "0a3b56714a0fc456b75d51e98263f32a",
"sha256": "942c69fa2210443b8055bf597555e1f770819f9e989ae97e7af87a4224206daa"
},
"downloads": -1,
"filename": "smt-2.9.4-cp311-cp311-win32.whl",
"has_sig": false,
"md5_digest": "0a3b56714a0fc456b75d51e98263f32a",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 336407,
"upload_time": "2025-08-19T12:33:11",
"upload_time_iso_8601": "2025-08-19T12:33:11.043132Z",
"url": "https://files.pythonhosted.org/packages/a9/4c/3d0a3bef2f972fac81c0d75f42095d5f78326de4b95d72f3291aa5e802bf/smt-2.9.4-cp311-cp311-win32.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "3d421fa24e407359ed7bc89faacf2744a1b29dbf6215f8eeda78f42ac50e37fa",
"md5": "3c84f30861a6081c63311a3892c29666",
"sha256": "50b86b30809af9b31febb2c6fc1486dc5536e0382bdbfe20c143949d5bcf14d0"
},
"downloads": -1,
"filename": "smt-2.9.4-cp311-cp311-win_amd64.whl",
"has_sig": false,
"md5_digest": "3c84f30861a6081c63311a3892c29666",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 351118,
"upload_time": "2025-08-19T12:33:12",
"upload_time_iso_8601": "2025-08-19T12:33:12.492569Z",
"url": "https://files.pythonhosted.org/packages/3d/42/1fa24e407359ed7bc89faacf2744a1b29dbf6215f8eeda78f42ac50e37fa/smt-2.9.4-cp311-cp311-win_amd64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "8ee11426693b22ad73a6fa9a826383610e2f5bd147a64e2ff88eed4124116b20",
"md5": "900fec886faa54f6076fd4ad9fbf1a69",
"sha256": "0e775bd5e03f269951c906077b164217171df9292ad242430ba8ce004c281cf0"
},
"downloads": -1,
"filename": "smt-2.9.4-cp312-cp312-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "900fec886faa54f6076fd4ad9fbf1a69",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": ">=3.9",
"size": 350395,
"upload_time": "2025-08-19T12:33:13",
"upload_time_iso_8601": "2025-08-19T12:33:13.930555Z",
"url": "https://files.pythonhosted.org/packages/8e/e1/1426693b22ad73a6fa9a826383610e2f5bd147a64e2ff88eed4124116b20/smt-2.9.4-cp312-cp312-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "f4be1cb6286eb69789332fdb82fbe64cc31c630daa092902bb36532f97b59f67",
"md5": "c53009d0ef4b91ec6c20990b16f4c76a",
"sha256": "db18b6cb773865da01fa9e32de0edcd00645ac41b4bf23d8b76953a40c4f5029"
},
"downloads": -1,
"filename": "smt-2.9.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"has_sig": false,
"md5_digest": "c53009d0ef4b91ec6c20990b16f4c76a",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": ">=3.9",
"size": 963281,
"upload_time": "2025-08-19T12:33:15",
"upload_time_iso_8601": "2025-08-19T12:33:15.422071Z",
"url": "https://files.pythonhosted.org/packages/f4/be/1cb6286eb69789332fdb82fbe64cc31c630daa092902bb36532f97b59f67/smt-2.9.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "31fad6275538265fb6a734dd76063340adf0fe873d94bce19caa2535fc2ef00a",
"md5": "d0b5d085ecc74f07d3db686b7be4b9a9",
"sha256": "4e62355feb7dbc6ee9897d8c61a2ac1f39af4128ba9bb0d19147e79c4fb4ab1b"
},
"downloads": -1,
"filename": "smt-2.9.4-cp312-cp312-musllinux_1_2_x86_64.whl",
"has_sig": false,
"md5_digest": "d0b5d085ecc74f07d3db686b7be4b9a9",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": ">=3.9",
"size": 1971981,
"upload_time": "2025-08-19T12:33:17",
"upload_time_iso_8601": "2025-08-19T12:33:17.167518Z",
"url": "https://files.pythonhosted.org/packages/31/fa/d6275538265fb6a734dd76063340adf0fe873d94bce19caa2535fc2ef00a/smt-2.9.4-cp312-cp312-musllinux_1_2_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "e921f5072d0d08a6c82dc2f3fe00922a8e77d15d181513561c5ae1b4ccfca749",
"md5": "fa86fd310800f4f2a949bad06180bc75",
"sha256": "ee5b412c872e7b6478a834c1b98c3582040df278b84bd66929e3aaca031ba9c7"
},
"downloads": -1,
"filename": "smt-2.9.4-cp312-cp312-win32.whl",
"has_sig": false,
"md5_digest": "fa86fd310800f4f2a949bad06180bc75",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": ">=3.9",
"size": 337942,
"upload_time": "2025-08-19T12:33:18",
"upload_time_iso_8601": "2025-08-19T12:33:18.435890Z",
"url": "https://files.pythonhosted.org/packages/e9/21/f5072d0d08a6c82dc2f3fe00922a8e77d15d181513561c5ae1b4ccfca749/smt-2.9.4-cp312-cp312-win32.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "b4a060c96d7781ca414a423096609af387ba3e4221d0758d6e24434d6021893b",
"md5": "b3ec348ead700eeb7a2a8ad2873cab17",
"sha256": "f6604a2510e225cdbef9e15fe7d1b993566ba94b18ddcfede6b5e913792789d2"
},
"downloads": -1,
"filename": "smt-2.9.4-cp312-cp312-win_amd64.whl",
"has_sig": false,
"md5_digest": "b3ec348ead700eeb7a2a8ad2873cab17",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": ">=3.9",
"size": 352379,
"upload_time": "2025-08-19T12:33:20",
"upload_time_iso_8601": "2025-08-19T12:33:20.031346Z",
"url": "https://files.pythonhosted.org/packages/b4/a0/60c96d7781ca414a423096609af387ba3e4221d0758d6e24434d6021893b/smt-2.9.4-cp312-cp312-win_amd64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "82d30d514e462faf7cef614c5c80facb37e5aaaf6be3127c63e3f96cecc2fde1",
"md5": "f629935ab11bae67a87d51877fa5cbee",
"sha256": "fdfadf2233cb02a36b5fede7cef39e4cc6bb760ff1af4a41ccfe2bf1663ef04e"
},
"downloads": -1,
"filename": "smt-2.9.4-cp313-cp313-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "f629935ab11bae67a87d51877fa5cbee",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": ">=3.9",
"size": 347826,
"upload_time": "2025-08-19T12:33:21",
"upload_time_iso_8601": "2025-08-19T12:33:21.548070Z",
"url": "https://files.pythonhosted.org/packages/82/d3/0d514e462faf7cef614c5c80facb37e5aaaf6be3127c63e3f96cecc2fde1/smt-2.9.4-cp313-cp313-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "9b480643a12130e3dea90abf76f2f85fc834fb2fecdc4b44f53bb32de046802d",
"md5": "bf5519d9d3089c53b3e901b2d51a1b8c",
"sha256": "c52531806b1138614c25cc421229cfca638ae295b8a82d2afabf09a4eb3e9ade"
},
"downloads": -1,
"filename": "smt-2.9.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"has_sig": false,
"md5_digest": "bf5519d9d3089c53b3e901b2d51a1b8c",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": ">=3.9",
"size": 950967,
"upload_time": "2025-08-19T12:33:23",
"upload_time_iso_8601": "2025-08-19T12:33:23.583520Z",
"url": "https://files.pythonhosted.org/packages/9b/48/0643a12130e3dea90abf76f2f85fc834fb2fecdc4b44f53bb32de046802d/smt-2.9.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "da8a4da390ff17f148cc450765aa2710c8a6fdb942570fe1287c0fbce5ccdb68",
"md5": "76d56fdcb22282058c9d1193f064b9f8",
"sha256": "8f6b96c5308f5984b29ab547499cde54dc084953fe9bc31dc29aa28027dadfd7"
},
"downloads": -1,
"filename": "smt-2.9.4-cp313-cp313-musllinux_1_2_x86_64.whl",
"has_sig": false,
"md5_digest": "76d56fdcb22282058c9d1193f064b9f8",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": ">=3.9",
"size": 1962482,
"upload_time": "2025-08-19T12:33:25",
"upload_time_iso_8601": "2025-08-19T12:33:25.095142Z",
"url": "https://files.pythonhosted.org/packages/da/8a/4da390ff17f148cc450765aa2710c8a6fdb942570fe1287c0fbce5ccdb68/smt-2.9.4-cp313-cp313-musllinux_1_2_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "0aa5e42c2569e91ed22434ef3cf5f1aae338da8912a160b624aaf8933855d6be",
"md5": "ed16425f8a19208c13a69f0576833db1",
"sha256": "9326264cfc58b6a0bd0d90b8c9261f9b79c8e4a93e21121d3177ba476ffdbcb1"
},
"downloads": -1,
"filename": "smt-2.9.4-cp313-cp313-win32.whl",
"has_sig": false,
"md5_digest": "ed16425f8a19208c13a69f0576833db1",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": ">=3.9",
"size": 336630,
"upload_time": "2025-08-19T12:33:26",
"upload_time_iso_8601": "2025-08-19T12:33:26.307939Z",
"url": "https://files.pythonhosted.org/packages/0a/a5/e42c2569e91ed22434ef3cf5f1aae338da8912a160b624aaf8933855d6be/smt-2.9.4-cp313-cp313-win32.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "e02518a6a7e0f3f057e3095b8a5bb551e44b08d48cb2606d79080a6be7ef1ac2",
"md5": "7c68ab9ba91097e570e245a5403704b4",
"sha256": "7ac0b35101395e3100ab7d58e9d67db9f9ac235607d2fe09ad23b44acdfceb1a"
},
"downloads": -1,
"filename": "smt-2.9.4-cp313-cp313-win_amd64.whl",
"has_sig": false,
"md5_digest": "7c68ab9ba91097e570e245a5403704b4",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": ">=3.9",
"size": 350650,
"upload_time": "2025-08-19T12:33:27",
"upload_time_iso_8601": "2025-08-19T12:33:27.638731Z",
"url": "https://files.pythonhosted.org/packages/e0/25/18a6a7e0f3f057e3095b8a5bb551e44b08d48cb2606d79080a6be7ef1ac2/smt-2.9.4-cp313-cp313-win_amd64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "20c62e127bf1dce3dc4ff989d7a7a45d3deadb72ce143939a73063ac6917fc58",
"md5": "89c2c0b3a5c6316c1980e4fb3a976049",
"sha256": "073c4f14bf13272acc910d191bb7f0b68aadea44e8cef5004f2e036e7a9ed33f"
},
"downloads": -1,
"filename": "smt-2.9.4-cp39-cp39-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "89c2c0b3a5c6316c1980e4fb3a976049",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 350223,
"upload_time": "2025-08-19T12:33:28",
"upload_time_iso_8601": "2025-08-19T12:33:28.779990Z",
"url": "https://files.pythonhosted.org/packages/20/c6/2e127bf1dce3dc4ff989d7a7a45d3deadb72ce143939a73063ac6917fc58/smt-2.9.4-cp39-cp39-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "43f1dd53722e956a42f2de2829812f73a8f317d1577dbfb30c96b645612e41bb",
"md5": "4fa37b29e62308a588f734c6fa7ed447",
"sha256": "c055fd3fab1ecfaf301cb167b70a9f5527e668669f9e13ed3b1399dff3d7cd8b"
},
"downloads": -1,
"filename": "smt-2.9.4-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"has_sig": false,
"md5_digest": "4fa37b29e62308a588f734c6fa7ed447",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 898207,
"upload_time": "2025-08-19T12:33:29",
"upload_time_iso_8601": "2025-08-19T12:33:29.943634Z",
"url": "https://files.pythonhosted.org/packages/43/f1/dd53722e956a42f2de2829812f73a8f317d1577dbfb30c96b645612e41bb/smt-2.9.4-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "35a96b0bb7383f84949e93d3fe2bed8b2d4a30bc9edbe505b5b1e6cbb3740045",
"md5": "907afa29ef689186365ad186dccd0025",
"sha256": "2c564bb5752655b24ea9f7ea39a21abce71fe4ed6e0b2db170b8f0ef52c93cba"
},
"downloads": -1,
"filename": "smt-2.9.4-cp39-cp39-musllinux_1_2_x86_64.whl",
"has_sig": false,
"md5_digest": "907afa29ef689186365ad186dccd0025",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 1911323,
"upload_time": "2025-08-19T12:33:31",
"upload_time_iso_8601": "2025-08-19T12:33:31.350252Z",
"url": "https://files.pythonhosted.org/packages/35/a9/6b0bb7383f84949e93d3fe2bed8b2d4a30bc9edbe505b5b1e6cbb3740045/smt-2.9.4-cp39-cp39-musllinux_1_2_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "b306476d9bbb2bf4dd4888787e8bc02374ee28b4794380827bb53d198d6f61bc",
"md5": "0f98be7465b7f861686c20901dd0aab1",
"sha256": "ec99de0ee8dff8465d3e7da883a92272b1ee706dbfdfe63472bb94a9b05ea915"
},
"downloads": -1,
"filename": "smt-2.9.4-cp39-cp39-win32.whl",
"has_sig": false,
"md5_digest": "0f98be7465b7f861686c20901dd0aab1",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 337152,
"upload_time": "2025-08-19T12:33:32",
"upload_time_iso_8601": "2025-08-19T12:33:32.782427Z",
"url": "https://files.pythonhosted.org/packages/b3/06/476d9bbb2bf4dd4888787e8bc02374ee28b4794380827bb53d198d6f61bc/smt-2.9.4-cp39-cp39-win32.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "05ec721c6e7a43a4ea9186fced7629abfcfd6a4df4d6691e83d3438b874ca544",
"md5": "22e8a5574235838db97eef8b6b990cea",
"sha256": "910e86d9a5beb933a343875e0fb93c6a62636c768fce9494a05d9301b95a418a"
},
"downloads": -1,
"filename": "smt-2.9.4-cp39-cp39-win_amd64.whl",
"has_sig": false,
"md5_digest": "22e8a5574235838db97eef8b6b990cea",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 351197,
"upload_time": "2025-08-19T12:33:34",
"upload_time_iso_8601": "2025-08-19T12:33:34.015172Z",
"url": "https://files.pythonhosted.org/packages/05/ec/721c6e7a43a4ea9186fced7629abfcfd6a4df4d6691e83d3438b874ca544/smt-2.9.4-cp39-cp39-win_amd64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "68647fb4f93f6a8b01e896b2deb59ca5c898f961f6d5a368bd50d096c9b59426",
"md5": "a53fdd28bbc8d2f142437289ee3b9d9e",
"sha256": "911beb0f320fb3ebddba65291de76eef11d66cfc5592617eb1afc862f6cd739f"
},
"downloads": -1,
"filename": "smt-2.9.4.tar.gz",
"has_sig": false,
"md5_digest": "a53fdd28bbc8d2f142437289ee3b9d9e",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.9",
"size": 461366,
"upload_time": "2025-08-19T12:33:35",
"upload_time_iso_8601": "2025-08-19T12:33:35.091045Z",
"url": "https://files.pythonhosted.org/packages/68/64/7fb4f93f6a8b01e896b2deb59ca5c898f961f6d5a368bd50d096c9b59426/smt-2.9.4.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-08-19 12:33:35",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "SMTorg",
"github_project": "smt",
"travis_ci": false,
"coveralls": true,
"github_actions": true,
"requirements": [
{
"name": "Cython",
"specs": []
},
{
"name": "packaging",
"specs": []
},
{
"name": "numpy",
"specs": []
},
{
"name": "scipy",
"specs": []
},
{
"name": "scikit-learn",
"specs": []
},
{
"name": "pyDOE3",
"specs": []
},
{
"name": "numba",
"specs": []
},
{
"name": "matplotlib",
"specs": []
},
{
"name": "pytest",
"specs": []
},
{
"name": "pytest-xdist",
"specs": []
},
{
"name": "pytest-cov",
"specs": []
},
{
"name": "ruff",
"specs": []
},
{
"name": "jenn",
"specs": [
[
"<",
"2.0"
],
[
">=",
"1.0.2"
]
]
},
{
"name": "egobox",
"specs": [
[
"<",
"1.0"
],
[
">=",
"0.25.0"
]
]
}
],
"lcname": "smt"
}
JSON
