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New metric: Cluster Accuracy #2777

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@SkafteNicki SkafteNicki commented Oct 12, 2024

What does this PR do?

Fixes #2767

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📚 Documentation preview 📚: https://torchmetrics--2777.org.readthedocs.build/en/2777/

@github-actions github-actions bot added the documentation Improvements or additions to documentation label Oct 12, 2024
@mergify mergify bot removed the has conflicts label Oct 30, 2024
@mergify mergify bot removed the has conflicts label Nov 12, 2024
@Borda
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Borda commented Nov 12, 2024

seems there is some problem with package resolution, and it tries to download so many combinations that it crashes for no space left on the machine...

requirements/clustering.txt Outdated Show resolved Hide resolved
@mergify mergify bot added the has conflicts label Jan 7, 2025
@mergify mergify bot removed the has conflicts label Jan 7, 2025
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Borda commented Jan 8, 2025

it is strange as it tries to install PT 2.6?

#8 24.19 Collecting torch_linear_assignment<0.0.3,>=0.0.2 (from -r /requirements/clustering.txt (line 4))
#8 24.20   Downloading torch_linear_assignment-0.0.2.tar.gz (12 kB)
#8 24.20   Installing build dependencies: started
#8 25.15   Installing build dependencies: finished with status 'error'
#8 25.15   error: subprocess-exited-with-error
#8 25.15   
#8 25.15   × pip subprocess to install build dependencies did not run successfully.
#8 25.15   │ exit code: 1
#8 25.15   ╰─> [6 lines of output]
#8 25.15       Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu121/, https://download.pytorch.org/whl/test/cu121
#8 25.15       Collecting setuptools
#8 25.15         Using cached setuptools-75.7.0-py3-none-any.whl.metadata (6.7 kB)
#8 25.15       Collecting torch>=1.12.0
#8 25.15         ERROR: HTTP error 403 while getting https://download.pytorch.org/whl/test/torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl (from https://download.pytorch.org/whl/test/cu121/torch/)
#8 25.15       ERROR: Could not install requirement torch>=1.12.0 from https://download.pytorch.org/whl/test/torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl because of HTTP error 403 Client Error: Forbidden for url: https://download.pytorch.org/whl/test/torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl for URL https://download.pytorch.org/whl/test/torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl (from https://download.pytorch.org/whl/test/cu121/torch/)
#8 25.15       [end of output]
#8 25.15   
#8 25.15   note: This error originates from a subprocess, and is likely not a problem with pip.
#8 25.38 error: subprocess-exited-with-error

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Borda commented Jan 8, 2025

the used package for testing has pending sklearn bump in aeon-toolkit/aeon#2482

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Implement clustering accuracy
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