{"package": "graphein", "summary": "Protein & Interactomic Graph Construction for Machine Learning", "pypi_url": "https://pypi.org/project/graphein", "piwheels_url": "https://www.piwheels.org/project/graphein", "releases": {"1.7.8": {"released": "2026-01-24 18:00:47", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.8-py3-none-any.whl", "filehash": "afc5d8e3505dc1b657b9bdb932fc2149c654e029ccfac6c2eca623a634ebc5c2", "filesize": 317040, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "cpdb-protein", "cython", "deepdiff", "jaxtyping", "loguru", "looseversion", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "wget", "xarray"]}}}, "1.7.7": {"released": "2024-09-18 04:23:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.7-py3-none-any.whl", "filehash": "e9160320379e73b1f0904e4fa43c603cd04ff36103d38823d0e4cb313bb9dd13", "filesize": 316003, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "cpdb-protein", "cython", "deepdiff", "jaxtyping", "loguru", "looseversion", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "wget", "xarray"]}}}, "1.7.6": {"released": "2024-02-08 00:18:30", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.6-py3-none-any.whl", "filehash": "d7a882e02af1921d6d89feca31e366842e62b25c5bba5c523d2cd64b1fe585c4", "filesize": 310321, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "looseversion", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.5": {"released": "2023-10-27 20:21:49", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.5-py3-none-any.whl", "filehash": "b0a923592708da89a88dcfaa66871043c474df1dad4733bb15d91527da2ef13b", "filesize": 309824, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "looseversion", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.4": {"released": "2023-10-26 14:02:24", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.4-py3-none-any.whl", "filehash": "c873862a327e015338e4d418c6c7ab809f1f733782e7010d6cf3d4ecc33ff35a", "filesize": 309683, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "looseversion", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.3": {"released": "2023-08-30 12:08:44", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.3-py3-none-any.whl", "filehash": "ade7464d09dbdd7f1b3284a5bff710b99b5dacc21b283929711f8ce902bdd147", "filesize": 309222, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.2": {"released": "2023-08-28 15:44:02", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.2-py3-none-any.whl", "filehash": "028c70d02c2a3905b4d2d6d445b2d4b08fc0b4b06667748f13e893cbe41bfad6", "filesize": 309192, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.1": {"released": "2023-08-24 13:46:13", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.1-py3-none-any.whl", "filehash": "8e86a4414758f740f81a962612da96bca0740ecd2ee3b65d79319e99ccae47c5", "filesize": 309187, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.7.0": {"released": "2023-04-10 16:06:23", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.7.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.7.0-py3-none-any.whl", "filehash": "5dd837d98c038df0016a5f919023c3979ed5828cc4e4ebbb8eec483fddee4629", "filesize": 304517, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "jaxtyping", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.6.0": {"released": "2023-03-18 20:05:33", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.6.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.6.0-py3-none-any.whl", "filehash": "3c960d4d4f10122d6d9b1fa7355d9019fff3c182950431c6a3ce1dbebc53bec8", "filesize": 284937, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "torchtyping", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.5.2": {"released": "2022-09-19 16:38:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.5.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.5.2-py3-none-any.whl", "filehash": "bcefdab946088af523250c7d4c4c31b8c95a028539c0da708883d7d0a7d64082", "filesize": 199488, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.5.1": {"released": "2022-08-01 23:50:44", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.5.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.5.1-py3-none-any.whl", "filehash": "fd5be5dedc0de1a63d2b78478e30dd7a4a66ec7715e01bcce28d766c14dfcc8a", "filesize": 194451, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.5.0": {"released": "2022-07-12 11:33:10", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.5.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.5.0-py3-none-any.whl", "filehash": "369fdfbb26c4024f794aea3e0ded6275bc3915a787cfcbc74cb616a205e47bc7", "filesize": 194058, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.5.0rc1": {"released": "2022-06-30 13:06:40", "prerelease": true, "yanked": false, "skip_reason": "", "files": {"graphein-1.5.0rc1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.5.0rc1-py3-none-any.whl", "filehash": "39c065073e4e319423a24c307778355037a6e01fec5105db0d004d9a2aaa4ee7", "filesize": 7695599, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "deepdiff", "loguru", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "rich", "rich-click", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.4.0": {"released": "2022-04-20 11:23:53", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.4.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.4.0-py3-none-any.whl", "filehash": "47c9f1af8010e0630d84661c65cc864839c5b9de29efb6b87cba83f80baf3dd9", "filesize": 7659171, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "click", "deepdiff", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.3.0": {"released": "2022-04-05 14:20:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.3.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.3.0-py3-none-any.whl", "filehash": "3f3d8d40d7fe0e41321485c59beb446e1059c20230130f65e05f41f42a7f2cfd", "filesize": 7642479, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "click", "deepdiff", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.2.1": {"released": "2022-03-16 17:30:36", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.2.1-py3-none-any.whl", "filehash": "64a567e969c56d176d660a920fbc594f8e57145381f0adc508aa8823eac9fbc5", "filesize": 7630833, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "click", "deepdiff", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.2.0": {"released": "2022-03-04 21:11:05", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.2.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.2.0-py3-none-any.whl", "filehash": "81d9684e0d94db3d9c119d3adec4d8eaf463035b61d81358a7840ddf2a3df274", "filesize": 7627627, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "click", "deepdiff", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "scikit-learn", "scipy", "seaborn", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.1.1": {"released": "2022-02-19 20:11:51", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.1.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.1.1-py3-none-any.whl", "filehash": "9d3678d7349525649efd7af810b18d5e580ca98f849f53af8a3d7a999f2dc989", "filesize": 7611988, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "scikit-learn", "scipy", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.1.0": {"released": "2022-02-19 13:48:12", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.1.0-py3-none-any.whl", "filehash": "e4f90ee7406bd6ce50d7293f4d316ca12d47937c25b3d56f3d04eaabdafb7277", "filesize": 7611958, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "scikit-learn", "scipy", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.0.11": {"released": "2022-02-01 15:56:28", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.0.11-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.0.11-py3-none-any.whl", "filehash": "c85e28c500dae9f61bef8c2b207a972cdcb7df71e664aab7554d9d1e626f7daa", "filesize": 7608848, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "scikit-learn", "scipy", "tqdm", "typing-extensions", "wget", "xarray"]}}}, "1.0.10": {"released": "2021-12-23 17:07:01", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.0.10-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.0.10-py3-none-any.whl", "filehash": "679777e536b5a16495ac2832b91b51fb002948e550f85bba211c262d9309ea87", "filesize": 7607742, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "scikit-learn", "scipy", "tqdm", "wget", "xarray"]}}}, "1.0.9": {"released": "2021-12-03 19:44:39", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.0.9-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.0.9-py3-none-any.whl", "filehash": "6fb031e0ae5af3c2d5b89021e514dd634f60dfa16c110dc4f3b78106236357f1", "filesize": 7607513, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "scikit-learn", "scipy", "tqdm", "wget", "xarray"]}}}, "1.0.8": {"released": "2021-12-03 01:45:34", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphein-1.0.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphein/graphein-1.0.8-py3-none-any.whl", "filehash": "4513712c33b366001e166bedc7ec0ea9a10dfde0aa4745c7e94d154625da8108", "filesize": 7607514, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["biopandas", "biopython", "bioservices", "matplotlib", "multipledispatch", "networkx", "numpy", "pandas", "plotly", "pydantic", "pyyaml", "scipy", "sklearn", "tqdm", "wget", "xarray"]}}}, "1.0.7": {"released": "2021-12-03 01:30:59", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.6": {"released": "2021-11-19 23:14:33", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.5": {"released": "2021-11-19 23:08:41", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.4": {"released": "2021-11-12 13:35:56", "prerelease": false, "yanked": false, "skip_reason": "binary only", "files": {}}, "1.0.3": {"released": "2021-09-29 09:45:12", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.2": {"released": "2021-09-29 09:39:02", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.1": {"released": "2021-09-28 20:40:25", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}, "1.0.0": {"released": "2021-09-28 10:41:36", "prerelease": false, "yanked": false, "skip_reason": "repeated failure", "files": {}}}}