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umap-learn

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0.5.6

umap_learn-0.5.6-py3-none-any.whl

Wheel Details

Project:	umap-learn
Version:	0.5.6
Filename:	umap_learn-0.5.6-py3-none-any.whl
Download:	[link]
Size:	85712
MD5:	`5146ac741cdd61c27e227bf557a406d0`
SHA256:	`881cc0c2ee845b790bf0455aa1664f9f68b838d9d0fe12a1291b85c5a559c913`
Uploaded:	2024-04-03 16:53:16 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version:	2.1
Name:	umap-learn
Version:	0.5.6
Summary:	Uniform Manifold Approximation and Projection
Maintainer:	Leland McInnes
Maintainer-Email:	leland.mcinnes[at]gmail.com
Home-Page:	http://github.com/lmcinnes/umap
License:	BSD
Keywords:	dimension reduction t-sne manifold
Classifier:	Development Status :: 3 - Alpha
Classifier:	Intended Audience :: Science/Research
Classifier:	Intended Audience :: Developers
Classifier:	License :: OSI Approved
Classifier:	Programming Language :: C
Classifier:	Programming Language :: Python
Classifier:	Topic :: Software Development
Classifier:	Topic :: Scientific/Engineering
Classifier:	Operating System :: Microsoft :: Windows
Classifier:	Operating System :: POSIX
Classifier:	Operating System :: Unix
Classifier:	Operating System :: MacOS
Classifier:	Programming Language :: Python :: 3.9
Classifier:	Programming Language :: Python :: 3.10
Classifier:	Programming Language :: Python :: 3.11
Classifier:	Programming Language :: Python :: 3.12
Requires-Dist:	numpy (>=1.17)
Requires-Dist:	scipy (>=1.3.1)
Requires-Dist:	scikit-learn (>=0.22)
Requires-Dist:	numba (>=0.51.2)
Requires-Dist:	pynndescent (>=0.5)
Requires-Dist:	tqdm
Requires-Dist:	tensorflow (>=2.1); extra == "parametric-umap"
Requires-Dist:	pandas; extra == "plot"
Requires-Dist:	matplotlib; extra == "plot"
Requires-Dist:	datashader; extra == "plot"
Requires-Dist:	bokeh; extra == "plot"
Requires-Dist:	holoviews; extra == "plot"
Requires-Dist:	colorcet; extra == "plot"
Requires-Dist:	seaborn; extra == "plot"
Requires-Dist:	scikit-image; extra == "plot"
Requires-Dist:	tbb (>=2019.0); extra == "tbb"
Provides-Extra:	parametric_umap
Provides-Extra:	plot
Provides-Extra:	tbb
Description-Content-Type:	text/x-rst
License-File:	LICENSE.txt

[Description omitted; length: 20079 characters]

WHEEL

Wheel-Version:	1.0
Generator:	bdist_wheel (0.43.0)
Root-Is-Purelib:	true
Tag:	py3-none-any

RECORD

Path	Digest	Size
umap/__init__.py	sha256=LfKqudLGc3QfcHNL7XYfkr7EiRWl32zeBAuebFsIq8o	1188
umap/aligned_umap.py	sha256=29iBTuR5bztzEoksiTxJmfXrMK91tYkIzQDr_sU-O4s	20564
umap/distances.py	sha256=EiQvpJWZZN65FmdIllL8_LNZ_cO3t09AXhonWHkKSJ4	34778
umap/layouts.py	sha256=2KyEkmWHuWgBNbpupfheDR1cZ-NxLv54qs86FCg3yCY	33430
umap/parametric_umap.py	sha256=TmbZlE3Iq0Y_DK3Rx83ccI1eF8jtAipEdCVwvISvP4g	34491
umap/plot.py	sha256=6FlDd7PHiCjQ7n-rDbw5_ni6y4hcpV3bVQ0K6BCt8vQ	55518
umap/sparse.py	sha256=jubHGXeokza9lVFz-ji7MwybehEzMIhD_MRKtSbuDPU	16711
umap/spectral.py	sha256=7AxDuels6Mt4EIoAmcCXUGoS7c-ydiCKw5tnQLpWyy0	19771
umap/umap_.py	sha256=gQU2j9q5bp2fkv4kukITBjJ4N22aZm0iU_X0FySCV_g	136981
umap/utils.py	sha256=cqEynYGBNLLk8oSdNWU7fQoJiPy7h4hbxUWw7SnkFhU	6695
umap/validation.py	sha256=bhez2nRI-jXuQLEUTQyvPb5_L6nZjjnRExgiCR8tlM8	2460
umap_learn-0.5.6.dist-info/LICENSE.txt	sha256=RvyXQUXvheCZKsMXPQP_5s3yYRKSlQ4yPFppuco1_x4	1514
umap_learn-0.5.6.dist-info/METADATA	sha256=lsFbbFfcv3xI6qBJ4aL58F8JCxyrDY5WtmM81GDdEKI	21832
umap_learn-0.5.6.dist-info/WHEEL	sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ	92
umap_learn-0.5.6.dist-info/top_level.txt	sha256=K_FVOojUNsWI4p7Z2RumR29hlYw5ly--OztPqJCugRA	5
umap_learn-0.5.6.dist-info/RECORD	—	—

top_level.txt

umap