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rodrigo-arenas / Sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.
https://sklearn-genetic-opt.readthedocs.io
MIT License
307 stars 76 forks source link

Cannot install from conda-forge into Python 3.11 environment even with all dependencies met #138

Closed RNarayan73 closed 7 months ago

RNarayan73 commented 1 year ago

System information OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 11 Pro Sklearn-genetic-opt version: 0.10.1 Scikit-learn version: 1.3.0 Python version: 3.11.4 deap version: 1.4.1 numpy version: 1.24.3 tqdm version: 4.65.0

Describe the bug Despite dependencies satisfied for deap, scikit-learn, numpy, the following error occurs:

Collecting package metadata (current_repodata.json): done Solving environment: unsuccessful attempt using repodata from current_repodata.json, retrying with next repodata source. Collecting package metadata (repodata.json): done Solving environment: | Found conflicts! Looking for incompatible packages. This can take several minutes. Press CTRL-C to abort. failed

UnsatisfiableError: The following specifications were found to be incompatible with each other:

Output in format: Requested package -> Available versions

Package python conflicts for: python=3.11 sklearn-genetic-opt -> python[version='>=3.8'] sklearn-genetic-opt -> deap[version='>=1.3.3'] -> python[version='3.10.|3.9.|>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.7,<3.8.0a0|>=3.6,<3.7.0a0|>=3.6|3.8.|3.7.|3.6.*|>=2.7|>=3.7']

To Reproduce

  1. Run conda create -n test python=3.11 sklearn-genetic-opt -d

Expected behavior No error should occur when installing from conda-forge into a Python 3.11 environment

Screenshots N/A

Additional context However, installing through pip from pypi works fine

rodrigo-arenas commented 1 year ago

Hi @RNarayan73 , if possible open an issue in this repo, since the conda package is not directly managed here, but is automatically generated by the conda-forge project: https://github.com/conda-forge/staged-recipes

RNarayan73 commented 1 year ago

@rodrigo-arenas done, thanks for the steer

RNarayan73 commented 8 months ago

@rodrigo-arenas, updates from conda-forge repo: https://github.com/conda-forge/staged-recipes/issues/24079 https://github.com/conda-forge/sklearn-genetic-opt-feedstock/issues/1

Is this useful for you to help resolve the issue?

rodrigo-arenas commented 7 months ago

Hi, unfortunately, this is managed by conda itself, and they currently doesn't support tensorflow for windows out to the box, which will make the package installation fail