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dev-python/torch-kmeans

PyTorch implementations of KMeans, Soft-KMeans and Constrained-KMeans which can be run on GPU and work on (mini-)batches of data.

Screenshots

  • torch-kmeans-0.2.0
    ~amd64 ~x86
    testing python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: MIT   
    Overlay: pypi

Runtime Dependencies

torch-kmeans-0.2.0





>=dev-python/numpy-1.18[python_targets_python3_11
      (-)
?
,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/torch[python_targets_python3_11
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?
,python_targets_python3_12
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?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
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?
]

testing?
      ( dev-python/setuptools[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

testing?
      ( dev-python/pytest[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

testing?
      ( dev-python/pytest-cov[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

testing?
      ( dev-python/pre-commit[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

testing?
      ( dev-python/scikit-learn[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

testing?
      ( dev-python/sphinx-rtd-theme[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )