diff --git a/pyproject.toml b/pyproject.toml index 073c87b..32a9f29 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -51,7 +51,7 @@ dashboard = ["streamlit>=1.61.1"] # Data downloads. Isolated so tests can run fully offline. yahoo = ["yfinance>=1.6.0"] # Optional analytical accelerators for advanced parameter search/ML strategies. -extra = ["scikit-learn>=1.4", "optuna>=3.5"] +extra = ["scikit-learn>=1.9.1", "optuna>=3.5"] dev = [ "pytest>=8.0", "pytest-cov>=4.1", diff --git a/uv.lock b/uv.lock index 8855fe7..198f9ab 100644 --- a/uv.lock +++ b/uv.lock @@ -2435,7 +2435,7 @@ requires-dist = [ { name = "pyyaml", specifier = ">=6.0" }, { name = "requests", specifier = ">=2.31" }, { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.16.2" }, - { name = "scikit-learn", marker = "extra == 'extra'", specifier = ">=1.4" }, + { name = "scikit-learn", marker = "extra == 'extra'", specifier = ">=1.9.1" }, { name = "scipy", specifier = ">=1.11" }, { name = "statsmodels", specifier = ">=0.14" }, { name = "streamlit", marker = "extra == 'dashboard'", specifier = ">=1.61.1" }, @@ -2586,7 +2586,7 @@ wheels = [ [[package]] name = "scikit-learn" -version = "1.9.0" +version = "1.9.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "joblib" }, @@ -2595,20 +2595,20 @@ dependencies = [ { name = "scipy" }, { name = "threadpoolctl" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/fa/6f/37092bdb25f712817231799fc5674d8e704066a8a70c1d2d40517e18b4ab/scikit_learn-1.9.0.tar.gz", hash = "sha256:8833266989d3a5110178a9fae30783675460724d0e1efb13b14901d2c660c557", size = 7750767, upload-time = "2026-06-02T11:54:32.706Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ac/20/75f915ff375d6249e6550ac740fdbbd66159a068fd3af1400ff62036b07a/scikit_learn-1.9.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2bd41b0d201bc81575531b96b713d3eb5e5f50fb0b82101ff0f92294fdc236ac", size = 8741122, upload-time = "2026-06-02T11:53:24.08Z" }, - { url = "https://files.pythonhosted.org/packages/cc/d5/2b5148f2279196775e1db2aeb85d14b70ac80e7e32b3b28e7ebeafb0901d/scikit_learn-1.9.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:5be45aa4a42a68a533913a6ed736cf309de2226411c79ef8d609a5456f1939b1", size = 8261512, upload-time = "2026-06-02T11:53:27.183Z" }, - { url = "https://files.pythonhosted.org/packages/a0/ee/5adbc77656b71f9456a2f5a7a9fdb4bcf9207a6b962889f1c2f9323afa4e/scikit_learn-1.9.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e50ed4da51974e86e940690e9a3d82e729b62b5a49f7c9bac534d515d39d86f", size = 8837603, upload-time = "2026-06-02T11:53:30.328Z" }, - { url = "https://files.pythonhosted.org/packages/6c/c2/63fdda36c56437eeb44aaf9493c8bcd62ce230ab1598924fc626ffbfa943/scikit_learn-1.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:056c92bb67ad4c28463c2f2653d9701449201e7e7a9e94e321be0f71c4fef2b8", size = 9132097, upload-time = "2026-06-02T11:53:33.456Z" }, - { url = "https://files.pythonhosted.org/packages/83/a4/c8e67227c680e2259c8864ae72ff48b06e16a6f51253a22167aa02a8aa4e/scikit_learn-1.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:4306775fad04cc4b472a1b15af1ae9cede1540fbfcc17fbce3767cd8dc7ae283", size = 8211173, upload-time = "2026-06-02T11:53:36.602Z" }, - { url = "https://files.pythonhosted.org/packages/cf/fd/3c0863792e98e67e9184aa4029288a175935eb65443afcd30d4f143450cf/scikit_learn-1.9.0-cp312-cp312-win_arm64.whl", hash = "sha256:26e22435f63bcdcf396b574273f29f13dd531f5ea035801f5be10ba1540a4e60", size = 7867451, upload-time = "2026-06-02T11:53:39.075Z" }, - { url = "https://files.pythonhosted.org/packages/3c/01/cf3310626b6d48d3e9be69a1223f9180360b5e6edb045f50fade723ce494/scikit_learn-1.9.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:80746d63bd4b6eaca54d36fe5feaf4d28bb38dc6f9470f81c7cad7c40155f119", size = 8705188, upload-time = "2026-06-02T11:53:41.964Z" }, - { url = "https://files.pythonhosted.org/packages/3e/04/5acd7ae280c5f93b6ac5ef6cdec14eef4c8d1cd91d85b3292989c94d96b1/scikit_learn-1.9.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5b934c45c252844a91d69fda3a34cff5e7307e1db10d77cb10a3980312c74713", size = 8228299, upload-time = "2026-06-02T11:53:44.817Z" }, - { url = "https://files.pythonhosted.org/packages/0c/39/ffe829a5b8ecb40a518724a997794657fdc354ada5e8fe8e64d998c0bac9/scikit_learn-1.9.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:38c3dcb9a1ffb85505ec53d54c7b4aea0cff70050425a7760c2af661ac85df05", size = 8789690, upload-time = "2026-06-02T11:53:47.461Z" }, - { url = "https://files.pythonhosted.org/packages/1f/88/8dab5de10c638c083772a6be83a3d8106ced492f74a928c8693638e5bb50/scikit_learn-1.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:da76d09304a4706db7cc1e3ebaa3b6b98a67365cc11d2996c4f1e58ba47df714", size = 9087723, upload-time = "2026-06-02T11:53:50.702Z" }, - { url = "https://files.pythonhosted.org/packages/20/3f/7917ca72464038f6240ec70c29f94862d08a34a74291ae4d4ec5eb8186a0/scikit_learn-1.9.0-cp313-cp313-win_amd64.whl", hash = "sha256:5808d98f15c6bf6d9d96d2348c1997392a5888ce7097e664105f930c4bca1277", size = 8184330, upload-time = "2026-06-02T11:53:53.396Z" }, - { url = "https://files.pythonhosted.org/packages/78/c7/15739eb2f61fda3c54639e9942414e5a19ad8a8d1f5a3266afad7cb7df80/scikit_learn-1.9.0-cp313-cp313-win_arm64.whl", hash = "sha256:d77f54c017633791bc0225a43e2f8d03745fdcfe4880268fcc4df15f505dec2e", size = 7840653, upload-time = "2026-06-02T11:53:56.035Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/d2/eb/eaf5e07fcc0da7149b0e084f24e54edd7441b9a89ce7e034032ae97fe3a0/scikit_learn-1.9.1.tar.gz", hash = "sha256:629cada3e33e2b9bf376cdc7614a47a4140b8aedc1d836579e359736fbd82977", size = 7786908, upload-time = "2026-09-10T18:34:04.679Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/df/a7/25f0a43d2fde306e8ef45f45121192f687b79beaf4bae8c21607c46c5e63/scikit_learn-1.9.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:0c0f8b5d09b44101cea2767f300680bada1ea27f976fe4b48b83950a4f55a49a", size = 8775209, upload-time = "2026-09-10T18:32:42.804Z" }, + { url = "https://files.pythonhosted.org/packages/60/ea/57e57539ce175d774fc291ed091b0a6d756854b92cd92554c6bb4d0ae498/scikit_learn-1.9.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:8c14ce41d561f7749f990b41d6703fe02c4669fbc485e598e069e0a1967b488e", size = 8295541, upload-time = "2026-09-10T18:32:45.069Z" }, + { url = "https://files.pythonhosted.org/packages/78/2b/5721a174406bfba49bce20ae997b3b64cf355c3f623a2638284ab6a82156/scikit_learn-1.9.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4c20a6c017d820faa7ac8c783e3d0c6a9a2e297bf9f55332ca17cdf7fd4d04d", size = 8871592, upload-time = "2026-09-10T18:32:46.999Z" }, + { url = "https://files.pythonhosted.org/packages/8e/57/a50162f3d29feb979ab6347c6debda506dfb525bcff3c50dd17606651c7e/scikit_learn-1.9.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e5d7b18a5b9dca241a74695f3275fa4c895a9dadc72b3d8df5fa9d1083c9b83e", size = 9166043, upload-time = "2026-09-10T18:32:49.343Z" }, + { url = "https://files.pythonhosted.org/packages/72/8d/27c054166bac671770d1ea0ef7716134fe8119c0df224a58c89fd735a61c/scikit_learn-1.9.1-cp312-cp312-win_amd64.whl", hash = "sha256:4b59abb30618121cc46b45972d6bf53a7128b4df4cd346c6ca6f4d5f9031e49c", size = 8262238, upload-time = "2026-09-10T18:32:51.679Z" }, + { url = "https://files.pythonhosted.org/packages/9d/d6/493086006ea0c68ad62c40a8dece1961b61bf503f45400f133d47f56e5be/scikit_learn-1.9.1-cp312-cp312-win_arm64.whl", hash = "sha256:d5945a2908be62350e2978344e62b56c1552c2ca4f844ebf6277c94944d647dd", size = 7902102, upload-time = "2026-09-10T18:32:53.67Z" }, + { url = "https://files.pythonhosted.org/packages/bb/8d/b60d5e7354ff0ff5cc9400e60273696589d87a30b8b2235886a76d80d062/scikit_learn-1.9.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c2b312fd8c02951a364fa120ea08c1cec10d863466bf1701b013152d7537835", size = 8739300, upload-time = "2026-09-10T18:32:55.483Z" }, + { url = "https://files.pythonhosted.org/packages/2f/81/3c6392c03665d2899457a76e535a9a6f597dddddf3220fd2e1d790da88c5/scikit_learn-1.9.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:61cd968ab831a76d0ecbaf0347ab2270268716da28f94fd022497e3d6f205f13", size = 8262364, upload-time = "2026-09-10T18:32:57.966Z" }, + { url = "https://files.pythonhosted.org/packages/0f/35/a15b8653499692879821301d48059376d6e68e8b65cd0f22d19b6ee83cd9/scikit_learn-1.9.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5990f9c69e431bfaddcde1a6d7c5355243e026bc9b9e560c13893b90dab53fb4", size = 8823698, upload-time = "2026-09-10T18:33:00.632Z" }, + { url = "https://files.pythonhosted.org/packages/23/e5/688703d357e5393f708d98eb189fd415ae69e39f6de03c6bd4005aef6118/scikit_learn-1.9.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:55e79d6e9b0923f1a978179822bd43d7f5543f45e970a00fe861f43486380aba", size = 9121732, upload-time = "2026-09-10T18:33:02.825Z" }, + { url = "https://files.pythonhosted.org/packages/96/45/a10add34c08184d373be9384660c75758128ca881ed27b503b6f6a742478/scikit_learn-1.9.1-cp313-cp313-win_amd64.whl", hash = "sha256:2070f271e5375dc42c6bb93b461ab1c0aa5841d4009267e0cfd95a39dca94a43", size = 8237244, upload-time = "2026-09-10T18:33:05.26Z" }, + { url = "https://files.pythonhosted.org/packages/9e/08/7a89bcdadd1fff0d464d01056417b646c9abcbc54f7297a0a1203bba5ebb/scikit_learn-1.9.1-cp313-cp313-win_arm64.whl", hash = "sha256:613f0a783ca05aa844a4e1ac42d48425058f2c52be73f40f8cd98b7cd111acd6", size = 7875398, upload-time = "2026-09-10T18:33:07.506Z" }, ] [[package]]