giotto-tda

View on PyPIReverse Dependencies (9)

0.6.2 giotto_tda-0.6.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
giotto_tda-0.6.2-cp39-cp39-win_amd64.whl
giotto_tda-0.6.2-cp39-cp39-macosx_10_9_universal2.whl
giotto_tda-0.6.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
giotto_tda-0.6.2-cp38-cp38-win_amd64.whl
giotto_tda-0.6.2-cp38-cp38-macosx_10_9_universal2.whl
giotto_tda-0.6.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
giotto_tda-0.6.2-cp312-cp312-win_amd64.whl
giotto_tda-0.6.2-cp312-cp312-macosx_10_9_universal2.whl
giotto_tda-0.6.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
giotto_tda-0.6.2-cp311-cp311-win_amd64.whl
giotto_tda-0.6.2-cp311-cp311-macosx_10_9_universal2.whl
giotto_tda-0.6.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
giotto_tda-0.6.2-cp310-cp310-win_amd64.whl
giotto_tda-0.6.2-cp310-cp310-macosx_10_9_universal2.whl

Wheel Details

Project: giotto-tda
Version: 0.6.2
Filename: giotto_tda-0.6.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Download: [link]
Size: 1357803
MD5: 9cd5fe0cb2b5495a9a36e29e365470a7
SHA256: ebca006ee57d91e7c3db3d357e4e54462e368687f2c754061d82fc83ae153d2e
Uploaded: 2024-05-30 09:58:20 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: giotto-tda
Version: 0.6.2
Summary: Toolbox for Machine Learning using Topological Data Analysis.
Maintainer: Umberto Lupo, Wojciech Reise
Maintainer-Email: maintainers[at]giotto.ai
Home-Page: https://github.com/giotto-ai/giotto-tda
Download-Url: https://github.com/giotto-ai/giotto-tda/tarball/v0.6.2
License: GNU AGPLv3
Keywords: machine learning,topological data analysis,persistent homology,persistence diagrams,Mapper
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 :: 3.7
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: Programming Language :: Python :: 3.12
Requires-Dist: numpy (>=1.19.1)
Requires-Dist: scipy (>=1.5.0)
Requires-Dist: joblib (>=0.16.0)
Requires-Dist: scikit-learn (==1.3.2)
Requires-Dist: giotto-ph (>=0.2.1)
Requires-Dist: pyflagser (>=0.4.3)
Requires-Dist: igraph (>=0.9.8)
Requires-Dist: plotly (>=4.8.2)
Requires-Dist: ipywidgets (>=7.5.1)
Requires-Dist: pytest-benchmark; extra == "dev"
Requires-Dist: pandas; extra == "dev"
Requires-Dist: jupyter-contrib-nbextensions; extra == "dev"
Requires-Dist: sphinx-rtd-theme; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: openml; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: nbconvert; extra == "dev"
Requires-Dist: sphinx-issues; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: hypothesis; extra == "dev"
Requires-Dist: pytest-azurepipelines; extra == "dev"
Requires-Dist: numpydoc; extra == "dev"
Requires-Dist: sphinx; extra == "dev"
Requires-Dist: openml; extra == "doc"
Requires-Dist: sphinx; extra == "doc"
Requires-Dist: nbconvert; extra == "doc"
Requires-Dist: sphinx-issues; extra == "doc"
Requires-Dist: sphinx-rtd-theme; extra == "doc"
Requires-Dist: numpydoc; extra == "doc"
Requires-Dist: jupyter; extra == "examples"
Requires-Dist: pandas; extra == "examples"
Requires-Dist: openml; extra == "examples"
Requires-Dist: matplotlib; extra == "examples"
Requires-Dist: gensim; extra == "examples"
Requires-Dist: umap-learn; extra == "examples"
Requires-Dist: pandas; extra == "tests"
Requires-Dist: pytest; extra == "tests"
Requires-Dist: pytest-cov; extra == "tests"
Requires-Dist: pytest-azurepipelines; extra == "tests"
Requires-Dist: pytest-benchmark; extra == "tests"
Requires-Dist: jupyter-contrib-nbextensions; extra == "tests"
Requires-Dist: flake8; extra == "tests"
Requires-Dist: hypothesis; extra == "tests"
Provides-Extra: dev
Provides-Extra: doc
Provides-Extra: examples
Provides-Extra: tests
Description-Content-Type: text/x-rst
License-File: LICENSE
[Description omitted; length: 5514 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: false
Tag: cp39-cp39-manylinux_2_17_x86_64
Tag: cp39-cp39-manylinux2014_x86_64

RECORD

Path Digest Size
gtda/__init__.py sha256=UvXrOA0V7PQOc1RC-3V2q4WO941DAHq_Bq1FeolaukA 288
gtda/pipeline.py sha256=iuwMyLy8YFd4dVdrvejNueRdJZCQykv2JwqFKWK88i8 19427
gtda/base.py sha256=2mrc1nE2yBhDwhKkDDMPdf2teXaVK23z_AfF_hZ6NRo 4226
gtda/_version.py sha256=RUkGdB_arS7A_WYEq34LiGprRsWB_r485tbm-l3TKws 589
gtda/images/_utils.py sha256=c4cHOBlu5eo--Hc32A_5TMfFfRdWPEIPZnKEe_9319c 672
gtda/images/__init__.py sha256=O1udIH5ayvkOnZ0bdzRE_HAOuv5ki-tPTTnreoqw-KI 620
gtda/images/filtrations.py sha256=XnEA9XQwq_Um3r3eY1wrNBPxzrOfxPGDIkoUSzuKazM 48732
gtda/images/preprocessing.py sha256=ykAQ2qjs9Gny2e6yjzlFepFL8-Ys9YYGohKu_nDJRk0 23427
gtda/plotting/diagram_representations.py sha256=j_nfXRZNWcP-E5IuvNfIzOy9d18Jvs7BNIDBpINTbj8 6997
gtda/plotting/__init__.py sha256=LOfw-I-520tkdyqSUpy-wJHMKQ1KPu3P2rFgeC0zV9c 440
gtda/plotting/point_clouds.py sha256=rwCPGQNSgC2Qwe0or4grO7NMhhiNzd8oC29ZqFpECdU 4499
gtda/plotting/images.py sha256=qiJkCMg7exSYiLsfRQA9eJe-NjV_1AggRg7PUAAsgHk 2376
gtda/plotting/persistence_diagrams.py sha256=ttFjFPPI5n3QSghujaVqYfbdxkmP8YaO08zUXTqxcu8 5172
gtda/curves/__init__.py sha256=uJuHBwgOa3w5EzRiv96oN-G1hFR_gDz3JsEo81nDT0w 221
gtda/curves/features.py sha256=MqZQikLrrxyzi6RZQroSo-wp3wIQ2CLWqe0Hb6YZyfU 10716
gtda/curves/_functions.py sha256=ntTpSujau4vp4pLsCCAQubGTamWVaHPZv_vopxVyoU0 1485
gtda/curves/preprocessing.py sha256=uZjixdrjzHcqzDrCVeFqGdE2HVPY7pWKSWvY7cjjtHk 6794
gtda/diagrams/_utils.py sha256=b1iYVuT39kKTLEzRFakAopr03yMfMmK4Yw1uU7diIS4 7828
gtda/diagrams/_features.py sha256=ZrJ5obtLr0nBK6KIgU3KBO7gahu-4NT2fSOosa1ImKU 930
gtda/diagrams/__init__.py sha256=0eSAFs88SnHHI_6ErdCIcCYmAz1Wgce8PQ1BG8u3hig 771
gtda/diagrams/distance.py sha256=feGOwbTOisxPqB20_BfeNQ2iZvZuVqpGj8IlvhtR7qw 10641
gtda/diagrams/features.py sha256=06A4BEVy6omNGfYqpLxFfoqhYo_iASI3Dv5qM1aSrsk 29547
gtda/diagrams/_metrics.py sha256=u8VM7L5R-nH30SCSGlZc3Lr0mv1ybt7XATtfSY9bYH0 17423
gtda/diagrams/representations.py sha256=E0SEKS7hZYN-bweVyPSxLeTTjbIsizU9Fu7UKT3oQNQ 48712
gtda/diagrams/preprocessing.py sha256=v7pUhJW9mcRdSxAu3-sVwdwpl-AY0EfK9rCn3B55xBI 19315
gtda/local_homology/__init__.py sha256=Te8qku267MFJYZYTQHGBSA-iEF5hM8d-Q9dlaBNOIGQ 278
gtda/local_homology/simplicial.py sha256=fltaVH4O62zJUcBH3P0yawZG9g-vr0dQpjXQDybol_Q 19829
gtda/local_homology/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gtda/local_homology/tests/test_simplicial.py sha256=v1KmiNokIzmTwWiJmKIDb1MFx5MmMhFuwbd0vjgt-NA 4053
gtda/time_series/_utils.py sha256=oB26hpODicVEqpPS1GrCJaGLPZD6_9LgfLn1UurmqKA 3490
gtda/time_series/__init__.py sha256=C1Ew98-lCv3Smm25f836n_8qe4hAst9hu-aRX9Xz82A 692
gtda/time_series/features.py sha256=3Ctt6siAkOM3yePf95n04FmbJrbk2iMZ6zDToqALTsg 3495
gtda/time_series/embedding.py sha256=65fseQCCH9wqs418vmttxPBXFz_jQEpG1oEsFVv0rjM 27566
gtda/time_series/multivariate.py sha256=WHIfC9-eXg3KoUet1ad2wtoU-QMNPM6vPq6AdyN95n0 3685
gtda/time_series/target.py sha256=IvCqOcM_rzErCXgcs95QNVozAF2accg2EbUt7MA6w9Q 5920
gtda/time_series/preprocessing.py sha256=pkTo-nZszLsVDcTbcUv6hfK-WYzERtoqKk4y9e2olp8 6787
gtda/point_clouds/rescaling.py sha256=gA4Y0ObtsoGdD0Wcj8CWspY-VBnfy1ez6aWeP6PEnO4 16345
gtda/point_clouds/__init__.py sha256=G-phV6Ol9eBbfx8cqfwARs0FefpB_8RC_T9kZ1_GeLw 274
gtda/utils/__init__.py sha256=t68WY616sI09AFGixTQCrhoLC9bhMdU9fLpbuhjhE4g 277
gtda/utils/_docs.py sha256=vsnF811CYA57rfSbmwLXd8qJH28khmjVJy3eZqcrIns 3944
gtda/utils/validation.py sha256=KhcVuUoAg3pW_COUq59iXlQUUXaSVPIJ-sl6qvFo4iE 14321
gtda/utils/intervals.py sha256=1chP6Gv0D5ytcBiLRRnirwjhrD72tuKpRbxpr_nrm80 6210
gtda/graphs/geodesic_distance.py sha256=chRqBbelNS8uOjKONY2RRQhQfBYYHcj2ve5Tj-PC-9U 8025
gtda/graphs/__init__.py sha256=URzudo1y1LLzYr90Bs80sR_AwWkaoBQwVx71qDK5tSk 343
gtda/graphs/transition.py sha256=gcokSNnHaqNWX5r6gFZHXdC0NE9IkqO25dUiXJgl-MU 7143
gtda/graphs/kneighbors.py sha256=xczkJe2HFIjImUHsc2qzkma47iMwrLLdJWC64Zj4TFM 6132
gtda/mapper/__init__.py sha256=S32rjZtfuNd0t2dGu-hi7BkbZljDXGC-ILGIhGJvSS0 993
gtda/mapper/pipeline.py sha256=68W7AMTRN5E9tds549BIwKtxBgJb8HKUoBEeFScR-oU 18212
gtda/mapper/nerve.py sha256=Nq1LXEFaSFEi8CXjVYUKD9fPQupubgYerHt2kttJE7I 10462
gtda/mapper/cover.py sha256=sMEUnRXABeMa8D604K_puKKHuV2q9FnbbjFVh7vtCas 21871
gtda/mapper/cluster.py sha256=BVKi_Q04AbNwBYesudceLVoNJOIPI1CQJ6eugDlciXA 23879
gtda/mapper/visualization.py sha256=q-BRbX_ztmLkDbr5n1lKEUCZH3-mizxZKGWPe-pz6IA 31880
gtda/mapper/filter.py sha256=1s-3m-KFIJvnizBoAswMlKRJ4xXaQ-WASDvzg9SvrYE 7445
gtda/mapper/utils/_list_feature_union.py sha256=gjWjIrUeTM8CFPZW6Q9lxWACXGmMBsNzBZ3h8KsbYZ4 1655
gtda/mapper/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gtda/mapper/utils/_cluster.py sha256=HFacjUGB_sn-yjpEhu2DIeUx3gWYEoUatLjAnHyAR5c 2397
gtda/mapper/utils/pipeline.py sha256=TEkpK7dR-CbZceWHsANIMq2wjx8rrurwr6gwP9V-z0g 2107
gtda/mapper/utils/_visualization.py sha256=d8mQMQz9s61HTaEVR0VOU1Tn8zFArP0qVKkiWKzdAb4 21003
gtda/mapper/utils/decorators.py sha256=NqQoo5_Z9-rfLTf0UE4Dj89juzgxggAUpzMWGQT3Htc 2536
gtda/mapper/utils/_cover.py sha256=T1Yci0_GoclR99-pJHDT01R_jEpcrqdDk7f5TLVDAGg 559
gtda/mapper/utils/_logging.py sha256=EVDzaPPm-aco5J7P4JsJ1vT1M8EQv4aEdFpsy35xZa4 1021
gtda/externals/__init__.py sha256=kicyVR-X_9ljr-jZSS4Rsj9pxJoNgqJPplzzddETJPo 628
gtda/externals/modules/gtda_cubical_complex.cpython-39-x86_64-linux-gnu.so sha256=LXe-O8yuzXu_CTLiKDdLeIHMqEuEmnWFyMihuBXLI0M 305257
gtda/externals/modules/gtda_persistent_cohomology.cpython-39-x86_64-linux-gnu.so sha256=welSLZinqCufSyfoyXG7OUDtnn4ZKLR361-LrYKWTmw 358913
gtda/externals/modules/gtda_periodic_cubical_complex.cpython-39-x86_64-linux-gnu.so sha256=DumbkRl3aB3Z95PKmSa6i4bERz7C0jtILglS-qHcm_w 332177
gtda/externals/modules/gtda_strong_witness_complex.cpython-39-x86_64-linux-gnu.so sha256=SXAur7CkuLUwMI_lk8AfsM_4HjwATxZPfEMfggAjvIs 277905
gtda/externals/modules/gtda_sparse_rips_complex.cpython-39-x86_64-linux-gnu.so sha256=smUE3hACn7_GSelmQlmdkfHLfOiE3uEC3Q5OCNNIzps 294225
gtda/externals/modules/gtda_bottleneck.cpython-39-x86_64-linux-gnu.so sha256=3jktnn6iFaYxDGHmp3B2Qlmq47uLMuzF-m--fyrRbCw 249752
gtda/externals/modules/gtda_witness_complex.cpython-39-x86_64-linux-gnu.so sha256=_sen2N8JGIOSLzH69wdt-mfmDSaddDrlNTrkOcQ_eAU 277849
gtda/externals/modules/gtda_wasserstein.cpython-39-x86_64-linux-gnu.so sha256=Lhx4FzvnK9k5fWQoKT_tZy_jBmaK0Pmh_RT6c5wEEUk 344296
gtda/externals/modules/gtda_simplex_tree.cpython-39-x86_64-linux-gnu.so sha256=wOZ0ZEIxSEHzJM13a-wrkTNr1TkyL0NIMNqtbjPOtDw 377281
gtda/externals/modules/gtda_cech_complex.cpython-39-x86_64-linux-gnu.so sha256=MU7iUxQVlTH1m-RS_mh9zV3arvP9qWPGD9dnvp1XZIU 298561
gtda/externals/python/__init__.py sha256=UJM2Gjt9TQdeP5g3lGhiEIEDkzolGwh2_PkCnudu93o 409
gtda/externals/python/cubical_complex_interface.py sha256=D1bnf03djLyEdV-AXYWk9uiOXf1C_IrD881a96iawow 6595
gtda/externals/python/strong_witness_complex_interface.py sha256=CS-n05Hv3Ejja1rQXr2PjfcuPFAl6pQg2KjLmo6zn1o 1958
gtda/externals/python/simplex_tree_interface.py sha256=Mg6gekmFmMdFxMl8eIliShYVGdiWvBlQdZy766gHzjQ 18087
gtda/externals/python/periodic_cubical_complex_interface.py sha256=eMUH9nYzIEZbOaVXdJXebHsj3LAomrCwESeJ4_DuyLE 6641
gtda/externals/python/cech_complex_interface.py sha256=IifeMNqobLt7NLy39K_xZ7zeZGvI1ghIRGyK5x20fS8 1278
gtda/externals/python/rips_complex_interface.py sha256=LpUBbFtvfpRw_CwQHPLNi1Mp_j-yzRnbVPizslQH5Lk 4126
gtda/externals/python/witness_complex_interface.py sha256=VJPZTwy47Mr4Ww6OUAcFBsj6Gxdhl-58RO_B97eZDgs 1896
gtda/homology/_utils.py sha256=RE6PKorQqyp6Fus6wLcrEbSP9OBlBY4rC87Y0GCHdCw 3006
gtda/homology/__init__.py sha256=keGGZ660GvPH5zeSy_PAotpdHUGcAxW4PNHwRxePkrY 557
gtda/homology/cubical.py sha256=ql5j2Oqhi0hbTtToA96bYxZXA4a6q8yA2twBVsad1Y4 10208
gtda/homology/simplicial.py sha256=v8L--HRBplg87ZSkueU_QnbsIWVr_MugJfX6IWW1iKc 77843
gtda/metaestimators/__init__.py sha256=YordPG6waONXzpiZmrBMJZV8ZsKgGIVRYholjpJv0_g 237
gtda/metaestimators/collection_transformer.py sha256=-OR7_1Vb4NVIUjwvjrDITF_iJO1GpnFPDXiBnCwtT1w 7023
giotto_tda-0.6.2.dist-info/WHEEL sha256=rY0Y6THYM7EImsHfF-zs67o8pQciAsMw9_YuSvftjrQ 148
giotto_tda-0.6.2.dist-info/LICENSE sha256=wiv9A2iMcIYnFR9B2R0f9McuWnQYBHxQ5zLh3j7mN4g 35192
giotto_tda-0.6.2.dist-info/top_level.txt sha256=dEIrI_k-mdFEmNXHY654bt5gs51YBpNKlA9ug4N4F-c 5
giotto_tda-0.6.2.dist-info/RECORD
giotto_tda-0.6.2.dist-info/METADATA sha256=M1I85_G2a5OIGPQbbNnnAjbcRo7YAJRohFDu0o0OfEE 8697
giotto_tda.libs/libgomp-a34b3233.so.1.0.0 sha256=On6uznIxkRvi-7Gz58tMtcLg-E4MK7c3OUcrWh_uyME 168193

top_level.txt

gtda