Wheelodex » Projects » sequentia

sequentia

View on PyPI — Reverse Dependencies (0)

2.6.0 sequentia-2.6.0-py3-none-any.whl

Wheel Details

Project: sequentia
Version: 2.6.0
Filename: sequentia-2.6.0-py3-none-any.whl
Download: [link]
Size: 4527752
MD5: 40043d83dd53312511d87cff22479fc5
SHA256: 83fdabebe0be8d48649e3cde283dd81791e35c7c2fe1ffe7abde2b796da626ad
Uploaded: 2024-12-30 18:45:20 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.1
Name: sequentia
Version: 2.6.0
Summary: Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
Author: Edwin Onuonga
Author-Email: ed[at]eonu.net
Maintainer: Edwin Onuonga
Maintainer-Email: ed[at]eonu.net
Home-Page: https://github.com/eonu/sequentia
Project-Url: Documentation, https://sequentia.readthedocs.io/en/latest
Project-Url: Repository, https://github.com/eonu/sequentia
License: MIT
Keywords: python,machine-learning,time-series,hmm,hidden-markov-models,dtw,dynamic-time-warping,knn,k-nearest-neighbors,sequence-classification,time-series-classification,multivariate-time-series,variable-length,classification-algorithms
Classifier: Development Status :: 5 - Production/Stable
Classifier: Environment :: Console
Classifier: Framework :: Pydantic :: 2
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Information Technology
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 :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Typing :: Typed
Requires-Python: >=3.11,<4.0
Requires-Dist: dtaidistance (<3.0.0,>=2.3.10)
Requires-Dist: hmmlearn (<1,>=0.2.8)
Requires-Dist: joblib (<2.0,>=1.2)
Requires-Dist: numba (<1,>=0.56); python_version >= "3.11" and python_version < "3.13"
Requires-Dist: numba (>=0.61.0rc2); python_version >= "3.13"
Requires-Dist: numpy (<3,>=1.19.5)
Requires-Dist: pydantic (<3,>=2)
Requires-Dist: scikit-learn (<2.0,>=1.4)
Requires-Dist: scipy (<2.0,>=1.6)
Description-Content-Type: text/markdown
[Description omitted; length: 19900 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.8.1
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
CHANGELOG.md sha256=mSpFS-XQ-2QXUWKE5hXFJz32VQLhPYZxI16taRn_jRA 24620
LICENSE sha256=jcrBDP6OyoXMRLxB9CsRslv7ljydfS7PBm3j3pVWU3w 1091
Makefile sha256=d4er-5Q_Ihy4ciEiUzhV_6yHRLhiN9UvaEodtsCm6GA 473
README.md sha256=l6fsMaoubtftkkZ1rI4f-r9DS5q6CtGch9rVm_qUSXw 20060
pyproject.toml sha256=LIU51iQ4msRYXggrT04FAcXSf0MpbeD6KtnPyvIWMX4 7828
sequentia/__init__.py sha256=x2ASbiEKFDPCG8KvmndodrBYUpvJEAxLhdawOCkP41g 634
sequentia/_internal/__init__.py sha256=5emT-IJE5N8z-xnpF4wQK5ZbhogUZEWbPWYQCaBE8xc 236
sequentia/_internal/_data.py sha256=g5D_WQhQRRSEI4ufObB8xUuU70_1wU2MckabFwtRMnA 658
sequentia/_internal/_hmm/__init__.py sha256=Y2ifhs4CKcznLLjNf1Dn7NPoMLlXLIBvliei1nYagiM 285
sequentia/_internal/_hmm/topologies.py sha256=izRBo90n24nPcVyzs4gaiKIhBTTTdDCCK1TZ2uOTVuQ 11538
sequentia/_internal/_multiprocessing.py sha256=0DkzlWylGNCwLuF7pz7w7uuh2o1tJ330n9lJaJYrGLk 534
sequentia/_internal/_sklearn.py sha256=l9IlK4OxULy6v6VgboKFyArvT_ahw7n-cEzAcvjhhiE 375
sequentia/_internal/_typing.py sha256=LAoGBzxbqUsFrr-esDYYv6LoGp2dQaI2eLG-KET5Tq0 431
sequentia/_internal/_validation.py sha256=9E3lwgGaWQDlAtm62ieOZfF0K-vu-e0nelb6vFUFMoY 6723
sequentia/datasets/__init__.py sha256=8L-4cQ5GFMiuDQUk89X6VxA6DOJmbIpkBt8nNzGGgpY 589
sequentia/datasets/base.py sha256=FzFrp0oEBAITHPP5p8HGN52qjPtRiijV08Ug05KHNUg 11864
sequentia/datasets/data/__init__.py sha256=k_BZT0TidVrKnQ77CuhK-8h-dsMKaRxOEaujO-1p7jQ 272
sequentia/datasets/data/digits.npz sha256=J6cBpEYuKwsZv-2H1RqTeyT58UE8jNzbmRYOI9JjSfo 2623137
sequentia/datasets/data/gene_families.npz sha256=FF4YLCN292kdR8p3oWKmyJH-7PjHdablygt3rxJvOkg 2106823
sequentia/datasets/digits.py sha256=5UTU6fKAGn401ETQG-kTNuYlnhr1SFWERsFzHh9j7oA 1963
sequentia/datasets/gene_families.py sha256=Q5HjXY1Cz2luv2qN-tLefSwa-r3suQSCRfyhuTdessk 2673
sequentia/enums.py sha256=MyPNNjlsUTcBfTctz-QTb0gfQ4CNcE3iI7r8bvq34_I 2773
sequentia/model_selection/__init__.py sha256=LnwURMAPkWTgPWLqkRp238YPb1xtCuxKXdweddyEn1Q 977
sequentia/model_selection/_search.py sha256=NaL3DJr79WcFPDnKIFcsV2ygydhY0Mb_sYlecah78WI 13727
sequentia/model_selection/_search_successive_halving.py sha256=_noiYCglaQeaUWFJaYmYkGgsD1sCAiE0Ti55gHyvVZk 3087
sequentia/model_selection/_split.py sha256=ER5xI0atusedoOP3UByFpof2B7MxIwWw0EVx4q5wAXA 6265
sequentia/model_selection/_validation.py sha256=IHlKb1ARvKsadqkBQN95eQt10e2KDJI6pDO-9EXopUM 8584
sequentia/models/__init__.py sha256=vwpt4PeooHDdKyweP5GleyL7cEcVnIlkEqxpUDHf3t8 602
sequentia/models/base.py sha256=yhOPXVuu3owdFmkrEfKun5EzempGMNZ26sR9ll_LXcI 6411
sequentia/models/hmm/__init__.py sha256=Wmnh8LdE3mA9t41uLxrNL6blwFQ-ADpupqjgRbLMa4M 503
sequentia/models/hmm/classifier.py sha256=ekTI4TubQysE23_8e6FeEKUNN39IfK6B7NXfQCVv0EA 20522
sequentia/models/hmm/variants/__init__.py sha256=IUZoU5vbc_SM8X830BxPyHKMJcxa63Dcpsj2ky3m1XA 549
sequentia/models/hmm/variants/base.py sha256=sfesHbv30_q5olA0Q1Mn8dSdsctqHn8sVblB3Gwoezs 16542
sequentia/models/hmm/variants/categorical.py sha256=SpeCEL5DnwGVl9qXXsf5aQl-KKei6wk-en_Dju4p9RQ 6433
sequentia/models/hmm/variants/gaussian_mixture.py sha256=h-5TNX44LkVaA3Bs-cghTlSO-XOdLB3AYlhYSyQM04c 9249
sequentia/models/knn/__init__.py sha256=Tlmlm3H6B8NmT3AF2OZg6OeIfKpkxXI_TGZq6xuTxYs 483
sequentia/models/knn/base.py sha256=bYVqZ6BnAJaT16XSwayqFid3081K1aA_yWj5ojPuiKw 10304
sequentia/models/knn/classifier.py sha256=oat_SXZFQWKibe95HNmkb_rEOvB2Qf_Dk9r9pYeG6tc 13589
sequentia/models/knn/regressor.py sha256=jV1d-ATF4I3K-0bxGbg0TbKhqkqiC5hMdpir71aOmS8 7061
sequentia/preprocessing/__init__.py sha256=cxQ9o35Bqn4OXAV1vX8GSSxdNSIB9M0GPBJ-zTrEDQE 470
sequentia/preprocessing/transforms.py sha256=kwLwFmFIVYP9r9pnNoc4rWh21JEhTn-OzwHHKVCSk3Q 13324
sequentia/version.py sha256=D3Ynk9xI7VjfA5Fk9ojuC7GyEU77JH_jWt7yyvZ4UeY 2957
tasks.py sha256=b4HIPq6z9b997aY8UsUHYc2v-DLYmoUYpYYa-cunbzU 1873
tox.ini sha256=Pt7PowWl2sirbQURXuwxAf1EIUotzcooDrpzx_Zhtlc 445
sequentia-2.6.0.dist-info/LICENSE sha256=jcrBDP6OyoXMRLxB9CsRslv7ljydfS7PBm3j3pVWU3w 1091
sequentia-2.6.0.dist-info/METADATA sha256=drLon99H1S-uzyYlxxwEqJ7zo3twtdIfeggvZLp-3QQ 22190
sequentia-2.6.0.dist-info/WHEEL sha256=FMvqSimYX_P7y0a7UY-_Mc83r5zkBZsCYPm7Lr0Bsq4 88
sequentia-2.6.0.dist-info/RECORD — —