{"package": "ms2deepscore", "summary": "Deep learning similarity measure for comparing MS/MS spectra.", "pypi_url": "https://pypi.org/project/ms2deepscore", "piwheels_url": "https://www.piwheels.org/project/ms2deepscore", "releases": {"2.9.0": {"released": "2026-03-31 11:59:50", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.9.0-py3-none-any.whl": {"file_url": "/simple/ms2deepscore/ms2deepscore-2.9.0-py3-none-any.whl", "filehash": "f174fecbb29ffcaa49552eb1b4c408861a0bc0433a67739eb1d35f402cd66ba9", "filesize": 116072, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.11", "apt_dependencies": [], "pip_dependencies": ["chemap", "matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.8.0": {"released": "2026-03-26 19:12:48", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.8.0-py3-none-any.whl": {"file_url": "/simple/ms2deepscore/ms2deepscore-2.8.0-py3-none-any.whl", "filehash": "1be802e6b41f262f2bb0da493d82fb5c68fc4f7f33ba319aa506245b258c9fa7", "filesize": 107955, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.11", "apt_dependencies": [], "pip_dependencies": ["chemap", "matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.7.2": {"released": "2026-02-25 14:47:56", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.7.2-py3-none-any.whl": {"file_url": "/simple/ms2deepscore/ms2deepscore-2.7.2-py3-none-any.whl", "filehash": "f3be8b11320044c4e7b8c51d145537c7c376c5847022171cbaba25df629ec83c", "filesize": 103655, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.7.1": {"released": "2026-02-05 11:26:14", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.7.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.7.1-py3-none-any.whl", "filehash": "39700ea3ef951451ebe27b55df1cfca4a3b0628a3fe69311da0d44a6cfe4f3a8", "filesize": 103505, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.7.0": {"released": "2026-01-28 10:05:11", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.7.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.7.0-py3-none-any.whl", "filehash": "ef46dd0a8a16f444040c0dcf4cd0b21fb1a22a101ee41c355fd1316b85ead684", "filesize": 103452, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.6.0": {"released": "2025-12-05 09:51:36", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.6.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.6.0-py3-none-any.whl", "filehash": "9a78357b30b1f66c78e2426f0055b5bdab98a662696dd8be22546590d42b36ea", "filesize": 97788, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.5.5": {"released": "2025-11-06 14:59:38", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.5-py3-none-any.whl", "filehash": "17bc0980f0bba9f828d8709c67150329d606172da2c73c956c23c6a39d2e1c74", "filesize": 87428, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "tqdm"]}}}, "2.5.4": {"released": "2025-08-19 13:35:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.4-py3-none-any.whl", "filehash": "002f794c7b44a7d2349ce30d32816b60c474cb6458ad5c9d8019e10984c007b6", "filesize": 87434, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.5.3": {"released": "2025-07-14 14:56:17", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.3-py3-none-any.whl", "filehash": "6d187f5bbee54836722169cb7acfd9e0c49f3dd456c63d9aadd0274566b36d2b", "filesize": 87208, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.5.2": {"released": "2025-05-26 14:40:52", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.2-py3-none-any.whl", "filehash": "387165f52dd2bb36b532948a338ea06627aa070ec10682b97448d8519f3b7685", "filesize": 91045, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.5.1": {"released": "2025-02-12 13:39:01", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.1-py3-none-any.whl", "filehash": "139c9ddd1e12b321e42e5ab7703b3519dfe01b3253824b2c263348394e3125b5", "filesize": 90517, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.5.0": {"released": "2024-12-20 12:52:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.5.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.5.0-py3-none-any.whl", "filehash": "95ba003ee0680b0c8092e726bef8645a6a216daaf3c15981805b8c5320bf8711", "filesize": 90562, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.4.0": {"released": "2024-11-08 16:43:18", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.4.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.4.0-py3-none-any.whl", "filehash": "543ec87b7ae5afb745ab9b1bcffe5f5009dc26a353bd02ba770cbe6291f82197", "filesize": 90360, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.3.0": {"released": "2024-10-30 11:08:06", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.3.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.3.0-py3-none-any.whl", "filehash": "8b9c029307a76ba41d0fcb5e9ddc6c74cb8ebaf8219556a0a642adc9a1174204", "filesize": 90245, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.2.0": {"released": "2024-10-17 10:36:28", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.2.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.2.0-py3-none-any.whl", "filehash": "022a1a87f6be0840586bbd00386cc55669cdb6c40e75fd8a6dc8ae8477de7188", "filesize": 99434, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.1.0": {"released": "2024-10-07 10:43:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.1.0-py3-none-any.whl", "filehash": "529d9471b2893fff0a754dd732b3ae94a743cf292415a16c4d961a05059ccf51", "filesize": 98649, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "tensorboard", "torch", "torchvision", "tqdm"]}}}, "2.0.0": {"released": "2024-03-21 08:31:45", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-2.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-2.0.0-py3-none-any.whl", "filehash": "8994de77b6ae980b86865e6b66a3a00a5f093500d59dafc57feb95a590b0bc15", "filesize": 90367, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.9", "apt_dependencies": [], "pip_dependencies": ["matchms", "matplotlib", "numba", "numpy", "pandas", "scikit-learn", "torch", "tqdm"]}}}, "1.0.0": {"released": "2024-03-12 16:25:56", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-1.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-1.0.0-py3-none-any.whl", "filehash": "ebb6dfa103cb4fda6111f93ed81fe3132c6aa25b6add4aa0954d049411355767", "filesize": 81181, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.5.0": {"released": "2023-08-18 14:54:29", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.5.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.5.0-py3-none-any.whl", "filehash": "0842f66cdfa311fc739f1a54a0aa350b81736072109ad22c0a2956b245671ca9", "filesize": 67041, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tensorflow-macos", "tensorflow-metal", "tqdm"]}}}, "0.4.0": {"released": "2023-04-25 07:32:25", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.4.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.4.0-py3-none-any.whl", "filehash": "4dedaf626a92bc8f1f45d292bbfbf0767ed8cda62aa8d171673fce5b06efec0b", "filesize": 47631, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tensorflow-macos", "tensorflow-metal", "tqdm"]}}}, "0.3.1": {"released": "2023-01-06 14:46:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.3.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.3.1-py3-none-any.whl", "filehash": "92064d782e428a6aa4cc0be1248d0a5d13ec9198fe27fa593102650ff0244af5", "filesize": 45305, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tensorflow-macos", "tensorflow-metal", "tqdm"]}}}, "0.3.0.1": {"released": "2023-03-30 12:11:14", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.3.0.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.3.0.1-py3-none-any.whl", "filehash": "bb504bbaadd7fcc84e2884f605cc708775fcc365ddf9d2a56660a1525c675db5", "filesize": 45078, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tensorflow-macos", "tensorflow-metal", "tqdm"]}}}, "0.3.0": {"released": "2022-12-01 11:10:59", "prerelease": false, "yanked": false, "skip_reason": "binary only", "files": {}}, "0.2.3": {"released": "2022-03-09 07:45:56", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.2.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.2.3-py3-none-any.whl", "filehash": "706d132fca435c20106775fe7840f31f806ca2a821fc4ae334469c66ebbdd0a4", "filesize": 43469, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numba", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.2.2": {"released": "2021-08-19 12:46:02", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.2.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.2.2-py3-none-any.whl", "filehash": "1f63e35c9741701270c325aa2fed50599ea6cf11c98f99af0e7ce91bce861880", "filesize": 42487, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.2.1": {"released": "2021-07-20 10:55:57", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.2.1-py3-none-any.whl", "filehash": "12521d26bba175309f25faa9a2fb1092dd7c3c8bf301cffda07e87ed8ff6f522", "filesize": 42452, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.2.0": {"released": "2021-04-12 13:21:15", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.2.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.2.0-py3-none-any.whl", "filehash": "dd013664785ace14e4bea90f14a564666aef673b7e5071b2c46f8a521d0ab477", "filesize": 49198, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.1.3": {"released": "2021-03-09 11:21:46", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.1.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.1.3-py3-none-any.whl", "filehash": "df545be42698ceb35be27f6433fc886881199eab6f892d80a3017aee1031d2d4", "filesize": 34698, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.1.2": {"released": "2021-03-05 09:18:04", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.1.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.1.2-py3-none-any.whl", "filehash": "f16ecfa3272a9106b49f9960b5ef6f44bbe1efd490e63d1299b29626ad0aba39", "filesize": 34431, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.1.1": {"released": "2021-02-09 15:47:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.1.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.1.1-py3-none-any.whl", "filehash": "60659f71513a0c31262d829d579ac9ea0fe7419d028a4b2948c240d9bc68af8c", "filesize": 33106, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}, "0.1.0": {"released": "2021-02-08 20:46:37", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"ms2deepscore-0.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/ms2deepscore/ms2deepscore-0.1.0-py3-none-any.whl", "filehash": "2b61bbfded0320134ac06106688abcc249c3fb70ded487bc955e70d27218cf3b", "filesize": 34870, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["matchms", "numpy", "pandas", "tensorflow", "tqdm"]}}}}}