{"package": "pacmap", "summary": "The official implementation for PaCMAP: Pairwise Controlled Manifold Approximation Projection", "pypi_url": "https://pypi.org/project/pacmap", "piwheels_url": "https://www.piwheels.org/project/pacmap", "releases": {"0.9.1": {"released": "2026-03-02 21:34:45", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.9.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.9.1-py3-none-any.whl", "filehash": "c5448d6ae51ad66eeff4760dfc8091d496b7c2cf7dc19b5c2ea48f928d150417", "filesize": 25312, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["faiss-cpu", "numba", "numpy", "scikit-learn"]}}}, "0.9.0": {"released": "2026-03-02 02:26:53", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.9.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.9.0-py3-none-any.whl", "filehash": "a31216d9ebf5a3cdedf1de585da0fde8ef14a9737048ed9b14cacb7e20becfd4", "filesize": 25323, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.8", "apt_dependencies": [], "pip_dependencies": ["faiss-cpu", "numba", "numpy", "scikit-learn"]}}}, "0.8.0": {"released": "2025-02-15 19:15:55", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.8.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.8.0-py3-none-any.whl", "filehash": "5de2726ab9cde687f143202b662bd3d3817fe0c453b1353e7a2a65dfe6a35654", "filesize": 21359, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.6": {"released": "2024-11-17 00:22:51", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.6-py3-none-any.whl", "filehash": "484f885778c7e498dc7e6ec7723ce12eb37e9865dfe6b9faa3c0ded1985349a2", "filesize": 19126, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.5": {"released": "2024-11-12 22:24:34", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.5-py3-none-any.whl", "filehash": "9237684a096f360c6b27bccceb081c3f7399749ca707592f659079c3cc1cb906", "filesize": 18964, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.4": {"released": "2024-11-09 22:42:42", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.4-py3-none-any.whl", "filehash": "4c7e38c33ce2e81b43121a0878b8b46e829d29a8bc676734a0918aee16cb1285", "filesize": 18926, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.3": {"released": "2024-06-16 19:18:03", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.3-py3-none-any.whl", "filehash": "1868070e1d72637d995c30774a0bda5598deb7633da6c0ea9e950d7b2c6a17b3", "filesize": 18551, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.2": {"released": "2024-01-14 20:47:20", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.2-py3-none-any.whl", "filehash": "b58494ff0ccf254a2d9ce1745307eab6aac817a200784e3931ab0c9de778d0b7", "filesize": 18541, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.1": {"released": "2023-10-02 19:39:43", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.1-py3-none-any.whl", "filehash": "6df8415f276880fdd4217ebef1860e6aa112f72545e9eb3b7fd29096ceecdf22", "filesize": 18410, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.7.0": {"released": "2022-12-04 02:39:33", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.7.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.7.0-py3-none-any.whl", "filehash": "e7ca1bf15a0d8424be14d0987e065d0c531878067b4a80e816ddd858aa3cbc4b", "filesize": 18100, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.5": {"released": "2022-07-16 23:35:30", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.5-py3-none-any.whl", "filehash": "a2d62eabcd1bf9e969956f94a5e4b82b6e09e2872b20900631fdd0ae35cddf23", "filesize": 17917, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.4": {"released": "2022-07-04 03:33:13", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.4-py3-none-any.whl", "filehash": "395f3cbf5401ed0e29c5136280b264a83777fd1ebff75f637e1e7ea57cfec5ac", "filesize": 17911, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.3": {"released": "2022-04-14 21:15:13", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.3-py3-none-any.whl", "filehash": "b269c6da7cc7c8d3c410933c385cdadc583f046176ce1bb1d14467f3b0bcd4d4", "filesize": 17872, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.2": {"released": "2022-04-13 05:48:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.2-py3-none-any.whl", "filehash": "aafe9296012a095056bb84fef5e6b4571943945fedf69513ff0d1e4b4780b03a", "filesize": 17848, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.1": {"released": "2022-04-11 06:26:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.1-py3-none-any.whl", "filehash": "7788f546f3634d1bc7a6f76d9161552fdb9b3a69c65a73f6eb0cbe90cafbe8f2", "filesize": 17834, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.6.0": {"released": "2022-04-11 05:25:46", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.6.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.6.0-py3-none-any.whl", "filehash": "33410188c9df259f9622f28787317b7370d81589ae1a84fa1c9f240c43d6bb46", "filesize": 17399, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.5": {"released": "2022-04-04 03:29:45", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.5-py3-none-any.whl", "filehash": "0d95b37f2b8ca1aeb51b6a25781b4d8ccc2e7f18ae76733198391e8a472c6fe0", "filesize": 14341, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.4": {"released": "2022-02-21 07:00:14", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.4-py3-none-any.whl", "filehash": "c8f8ade8718c3a747822e8bb55a0dccb371fd91b744381d6b4ce0b563a9134ab", "filesize": 14320, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.3": {"released": "2021-11-03 19:39:06", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.3-py3-none-any.whl", "filehash": "13a0fbbd6dd1fa8f15a808abeadb73f7db9ba5cf4316a7604b319045d8ec613c", "filesize": 14161, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.2.1": {"released": "2021-09-02 15:19:36", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.2.1-py3-none-any.whl", "filehash": "188ddbf1a88a06a667ad07330323bf789b9c71e1496e84d0671922107acea94c", "filesize": 14135, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.2": {"released": "2021-08-15 06:38:40", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.2-py3-none-any.whl", "filehash": "1d5769248510c17642ca7ed4356c3bf71509a7e7e5af4d6d3e379c75b2aaf033", "filesize": 14112, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.1": {"released": "2021-08-15 06:34:09", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.1-py3-none-any.whl", "filehash": "0ee34596ad8dc772820258b9dac18724d3e6cd0db7ba675675b1a6accc3c98bc", "filesize": 14104, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.5.0": {"released": "2021-08-04 02:53:49", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.5.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.5.0-py3-none-any.whl", "filehash": "fe0fba742720625866899cce486d3f66d2958d60ab6078afc5eb45be7afbbc05", "filesize": 14094, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.4.4": {"released": "2021-07-28 04:21:43", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.4.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.4.4-py3-none-any.whl", "filehash": "96d58cfd0f8475a18e1e08e80be2925efdadb60d7287b0b744655aff1f4d6748", "filesize": 13744, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.4.3": {"released": "2021-07-28 03:57:21", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.4.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.4.3-py3-none-any.whl", "filehash": "7a99118e7adb78260b4becb426bc921032509af3a32ba1892dd26978ca3631ce", "filesize": 13746, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.4.2": {"released": "2021-07-19 07:54:57", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.4.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.4.2-py3-none-any.whl", "filehash": "5d04dcb3e9258d2d70b59f3aa012280e2e80243e3d558b6f3b960f31627abc8e", "filesize": 13484, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.4.1": {"released": "2021-07-11 21:31:40", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.4.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.4.1-py3-none-any.whl", "filehash": "b5799ba8e9ed0bc37bcf259c97742c72ed4211b982866831c5e7108dead92ad3", "filesize": 13483, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.4": {"released": "2021-04-15 20:40:10", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.4-py3-none-any.whl", "filehash": "bf3182f87da49bedf1d90c57c230845ca1ff5f373181b91d5a80f207555ef366", "filesize": 11528, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.3": {"released": "2021-04-01 00:03:19", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.3-py3-none-any.whl", "filehash": "195fda2dd4c8e5ea75f97c9dd781c0a9443ceba2770afbc5d45971cd713699a7", "filesize": 11296, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.2": {"released": "2020-12-19 06:07:38", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.2-py3-none-any.whl", "filehash": "d3a65608e6351727c73ce87b5bc7cd6e1c43907927cc88d01604673dcbf0957c", "filesize": 11225, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}, "0.1": {"released": "2020-08-26 21:41:27", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"pacmap-0.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/pacmap/pacmap-0.1-py3-none-any.whl", "filehash": "6710e056e416991f69b0a0de81654221d93fc4aca1081f1f31386f02fdd50775", "filesize": 10603, "builder_abi": "cp37m", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.6", "apt_dependencies": [], "pip_dependencies": ["annoy", "numba", "numpy", "scikit-learn"]}}}}}