{"package": "pyvitae", "summary": "Joint Trajectory Inference for Single-cell Genomics Using Deep Learning with a Mixture Prior", "pypi_url": "https://pypi.org/project/pyvitae", "piwheels_url": "https://www.piwheels.org/project/pyvitae", "releases": {"2.1.0": {"released": "2025-03-14 01:19:07", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.1.0-py3-none-any.whl", "filehash": "bfaafb2c5746fc99e02eabafb9a336c7ca2eb6889f6767b6b08adf73814b5487", "filesize": 39020, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.9": {"released": "2025-03-06 04:35:04", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.9-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.9-py3-none-any.whl", "filehash": "0e00f701ced04c69802693ea035c060791ee1b04f55c811ae1d9d0579eafbfc4", "filesize": 38934, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.8": {"released": "2024-12-23 14:51:17", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.8-py3-none-any.whl", "filehash": "ccf4098778bd98a938c2122f04e73e98f7014a8505314f63569b582c770c973d", "filesize": 37959, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.7": {"released": "2023-09-28 16:40:30", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.7-py3-none-any.whl", "filehash": "e6851571bacc286d221473cfaaba4b51b15d4a1608a5b5d85b9f9b7318da186a", "filesize": 37636, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.6": {"released": "2023-09-28 13:55:51", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.6-py3-none-any.whl", "filehash": "465c47ccf74a95d78a4751033f068cc085c26ef6635b7c45d62e3ab7b9539c18", "filesize": 37619, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.5": {"released": "2023-09-28 13:44:42", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.5-py3-none-any.whl", "filehash": "b4fb36de62002ac6bf93003b599641ed1ba053f938196335d4217c1d104a827f", "filesize": 40718, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.4": {"released": "2023-09-28 13:23:04", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.4-py3-none-any.whl", "filehash": "8d919b483a8bfcf1b249c148b67c6657bedc391b5d4c7eef0ec4ce79dfc7ae12", "filesize": 40716, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "numpy", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.3": {"released": "2023-09-28 13:10:30", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.3-py3-none-any.whl", "filehash": "6df1d9bcde3b9e6a0c83b70d629b09af6439f43a2cbae28dd7b1f2e9de1a5bb4", "filesize": 40715, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scanpy", "scikit-learn", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.2": {"released": "2023-09-28 01:01:31", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.2-py3-none-any.whl", "filehash": "7881581acd55e007b33663c6fb3fa18bf08e283b2bfc8b5f9d1c33345d36b66d", "filesize": 41716, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scanpy", "scikit-learn", "scikit-learn-extra", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.1": {"released": "2023-09-20 22:49:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.1-py3-none-any.whl", "filehash": "8ed4074c6a13ef92adedbedd404ad210fb52f26efaac040a01a55d9b377b35d9", "filesize": 41740, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scanpy", "scikit-learn", "scikit-learn-extra", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "2.0.0": {"released": "2023-09-20 22:45:59", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-2.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-2.0.0-py3-none-any.whl", "filehash": "2c7cb219cf8faa17b2b6f44a82d1666247693d2c0407d00ad78eb0367d185802", "filesize": 41726, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.7", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scanpy", "scikit-learn", "scikit-learn-extra", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.7": {"released": "2021-05-31 03:39:51", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.7-py3-none-any.whl", "filehash": "06494993974fd94a7f95047beec588647ee6aaea8915bc338bda1135138a5bf2", "filesize": 35377, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.6": {"released": "2021-05-28 01:24:29", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.6-py3-none-any.whl", "filehash": "16b33de2104203a49c15585a1f91efe0478aa13b631af17627d89f771017bc2d", "filesize": 35332, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.5": {"released": "2021-05-26 02:45:26", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.5-py3-none-any.whl", "filehash": "a58940e5688071326b2da36e566951fc5dc20c0c8ecc3725366880bd5cc8b1dc", "filesize": 35317, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.4": {"released": "2021-02-26 03:55:40", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.4-py3-none-any.whl", "filehash": "d78cccffc216471cc619a085f20cae752a5b0192bab03ba07db839996bdac76b", "filesize": 35230, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.3": {"released": "2021-02-13 04:51:56", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.3-py3-none-any.whl", "filehash": "a951d6741064fdac7fa2a275cf88acfc2c6db01646b52a5ad3c41513b15dc982", "filesize": 34633, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.2": {"released": "2021-02-03 13:39:59", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.2-py3-none-any.whl", "filehash": "94c4946237488dc7d43e760ec1d40092a88e712d342ed49eea87a406964afb2f", "filesize": 34847, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "leidenalg", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.1": {"released": "2021-02-01 15:27:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.1-py3-none-any.whl", "filehash": "fd7d8447d071b620254204a4aacf0eb867ca6a6c79de2a0e6d21c028bbcb698b", "filesize": 33869, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.1.0": {"released": "2021-01-25 21:31:12", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.1.0-py3-none-any.whl", "filehash": "826d754538a90a6f06559dbb2c2eaf7021a07e0d74eb633edcb48852e204c592", "filesize": 33715, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.9": {"released": "2020-12-30 19:49:40", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.9-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.9-py3-none-any.whl", "filehash": "15d996936c28ba1066ffcdeb3e9f9bfc0194372ebe2c1e72edb72784e74006f9", "filesize": 33378, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.8": {"released": "2020-12-28 22:39:25", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.8-py3-none-any.whl", "filehash": "a6f0cccc70d584cdab5363da8f1b1b33065232eece5a0d19ee6386e28908b2d0", "filesize": 33238, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "statsmodels", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.7": {"released": "2020-12-27 21:53:29", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.7-py3-none-any.whl", "filehash": "dcceb540a8b17bc709259ce2d06f8b1f0e119e61cb44e6214d799fb993c1003c", "filesize": 31641, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.6": {"released": "2020-12-22 22:49:26", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.6-py3-none-any.whl", "filehash": "f9d0b44af9ffd587c7694b14e88f6f984d7585cc9058efdcff323c499c0751ab", "filesize": 31268, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.5": {"released": "2020-12-16 02:36:28", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.5-py3-none-any.whl", "filehash": "15186654ebb0ccde3a1c122bc653b6169a8a4470ff1c20fa8937bd651d79db40", "filesize": 30647, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.4": {"released": "2020-12-16 02:30:02", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.4-py3-none-any.whl", "filehash": "b0c753992a782f3ea66a07b3a400f94842d90b2f56b6a3e9f106bd2dbda468f8", "filesize": 30652, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.3": {"released": "2020-12-16 02:17:29", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.3-py3-none-any.whl", "filehash": "ac863a1cc6cf7bbd146a955bf278f43386621cf19cdc9005c32e9ea58efaa407", "filesize": 30647, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.2": {"released": "2020-12-16 01:21:43", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.2-py3-none-any.whl", "filehash": "3a144b0a421eafad0bceda9821519b63e775b5021287e8aecce57910845fe9f0", "filesize": 2304, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.1": {"released": "2020-12-15 00:14:42", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.1-py3-none-any.whl", "filehash": "a890403795a9bf45427d4ba503b8219bdb50d9d97be1c46424080be18788a4cd", "filesize": 2303, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}, "1.0.0": {"released": "2020-12-15 00:07:04", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pyvitae-1.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pyvitae/pyvitae-1.0.0-py3-none-any.whl", "filehash": "e3a32cdd758f07fe2cdb877814dd41d64823eaf86d96a2a7bc17f2bce9eb64d9", "filesize": 27500, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["jupyter", "louvain", "matplotlib", "networkx", "numba", "pandas", "scikit-learn", "scikit-misc", "seaborn", "tensorflow", "tensorflow-probability", "umap-learn"]}}}}}