Factual package intelligence from PyPI

empulse 0.11.1 package intelligence

Value-driven and cost-sensitive tools for scikit-learn

pip install empulse

Current version
0.11.1
Python requirement
>=3.11
License
Not declared
Distribution type
Includes compiled wheel
Release files
21 (20 wheels, 1 source)
Download size
156.2 MiB
Release history
25 releases with files
Median release cadence
5 days

empulse dependencies

PyPI declares 14 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.24.4 when python_version < "3.13"
  2. numpy >=2.0.0 when python_version >= "3.13"
  3. scikit-learn >=1.5.2
  4. imbalanced-learn >=0.13.0
  5. scipy >=1.15.3
  6. joblib >=1.3.2
  7. pandas >=2.2.0
  8. sympy >=1.12.1

Compatibility and release files

empulse publishes 20 wheels and 1 source archive for version 0.11.1. Wheel platform tags: macosx_10_13_x86_64, macosx_10_9_x86_64, macosx_11_0_arm64, manylinux_2_24_aarch64.manylinux_2_28_aarch64, manylinux_2_24_x86_64.manylinux_2_28_x86_64, win_amd64.

Declared Python classifiers: 3.11, 3.12, 3.13, 3.14.

Metadata completeness

PyPI does not currently declare: license. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 25 releases with files. The first dated release is ; 5 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .