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signature-mahalanobis-knn

0.1.0

signature_mahalanobis_knn-0.1.0-py3-none-any.whl

Wheel Details

Project:	signature-mahalanobis-knn
Version:	0.1.0
Filename:	signature_mahalanobis_knn-0.1.0-py3-none-any.whl
Download:	[link]
Size:	16609
MD5:	`7cd3ade5184ef06c928b5eb8dc5d663b`
SHA256:	`b9ac3436cf6529f61f6acf70acd6324d109e85ea39a59bcfe4593a14036a1315`
Uploaded:	2023-12-05 21:00:40 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version:	2.1
Name:	signature_mahalanobis_knn
Version:	0.1.0
Summary:	Using Nearest Neighbour-Variance Norm with Path Signatures for anomaly detection of streams
Author-Email:	Zhen Shao <zhen.shao[at]maths.ox.ac.uk>, Ryan Chan <rchan[at]turing.ac.uk>
Project-Url:	Homepage, https://github.com/datasig-ac-uk/signature_mahalanobis_knn
Project-Url:	Bug Tracker, https://github.com/datasig-ac-uk/signature_mahalanobis_knn/issues
Project-Url:	Discussions, https://github.com/datasig-ac-uk/signature_mahalanobis_knn/discussions
Project-Url:	Changelog, https://github.com/datasig-ac-uk/signature_mahalanobis_knn/releases
Classifier:	Intended Audience :: Developers
Classifier:	Intended Audience :: Science/Research
Classifier:	License :: OSI Approved :: MIT License
Classifier:	Operating System :: OS Independent
Classifier:	Programming Language :: Python
Classifier:	Programming Language :: Python :: 3
Classifier:	Programming Language :: Python :: 3 :: Only
Classifier:	Programming Language :: Python :: 3.8
Classifier:	Programming Language :: Python :: 3.9
Classifier:	Programming Language :: Python :: 3.10
Classifier:	Programming Language :: Python :: 3.11
Classifier:	Topic :: Scientific/Engineering
Classifier:	Typing :: Typed
Requires-Python:	<3.12,>=3.8
Requires-Dist:	matplotlib
Requires-Dist:	numba
Requires-Dist:	numpy
Requires-Dist:	pandas
Requires-Dist:	pynndescent
Requires-Dist:	scikit-learn
Requires-Dist:	sktime (>=0.24.1)
Requires-Dist:	pytest-cov (>=3); extra == "dev"
Requires-Dist:	pytest (>=6); extra == "dev"
Requires-Dist:	furo (>=2023.08.17); extra == "docs"
Requires-Dist:	myst-parser (>=0.13); extra == "docs"
Requires-Dist:	sphinx-autodoc-typehints; extra == "docs"
Requires-Dist:	sphinx-copybutton; extra == "docs"
Requires-Dist:	sphinx (>=7.0); extra == "docs"
Requires-Dist:	esig; python_version < "3.10" and extra == "signatures"
Requires-Dist:	pytest-cov (>=3); extra == "test"
Requires-Dist:	pytest (>=6); extra == "test"
Provides-Extra:	dev
Provides-Extra:	docs
Provides-Extra:	signatures
Provides-Extra:	test
Description-Content-Type:	text/markdown
License-File:	LICENSE

[Description omitted; length: 5712 characters]

WHEEL

Wheel-Version:	1.0
Generator:	hatchling 1.18.0
Root-Is-Purelib:	true
Tag:	py3-none-any

RECORD

Path	Digest	Size
signature_mahalanobis_knn/__init__.py	sha256=pyxcXo0ZUZO-DTczbVi_S1DzcAqAQBN3zS0Os8-bbAc	435
signature_mahalanobis_knn/mahal_distance.py	sha256=-8ZPpvJPe82Hvbqije7B8KNWF4MEedcx9-xDNg7LILo	4430
signature_mahalanobis_knn/py.typed	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
signature_mahalanobis_knn/sig_mahal_knn.py	sha256=e-oyfxuIAnCfbd4L6VL-EPuBH6jb20BMxl03C31Dt4I	11285
signature_mahalanobis_knn/utils.py	sha256=DcvY_kNG8s79pIX02m-UU7upO_2wZ6l5lpAhFmIaPSs	12051
signature_mahalanobis_knn/baselines/isolation_forest.py	sha256=PMrL1G9VYLf7yw3tDi9dDIlLK4BemgeaCWiMfWKQENg	4530
signature_mahalanobis_knn/baselines/local_outlier_factor.py	sha256=NF8pG-2aSYxSY9cJIYESnKXu2uk6VqQO0WRbfg9QvGI	4596
signature_mahalanobis_knn/baselines/utils.py	sha256=W6VybLpCHKV1VFExjFMGQoEM-dL64ZOzvW3c5Wv7JCE	4645
signature_mahalanobis_knn-0.1.0.dist-info/METADATA	sha256=nxTQch447wnXdFlrlqM5dxQxuD44JfDmt-GEC32brSg	7792
signature_mahalanobis_knn-0.1.0.dist-info/WHEEL	sha256=9QBuHhg6FNW7lppboF2vKVbCGTVzsFykgRQjjlajrhA	87
signature_mahalanobis_knn-0.1.0.dist-info/licenses/LICENSE	sha256=tkoxc1fW00noiOzOOt2w3ZUqHRvEhF8ody7G87-rLGI	1069
signature_mahalanobis_knn-0.1.0.dist-info/RECORD	—	—