Factual package intelligence from PyPI

nhssynth 0.11.0 package intelligence

Synthetic data generation pipeline leveraging a Differentially Private Variational Auto Encoder assessed using a variety of metrics

pip install nhssynth

Current version
0.11.0
Python requirement
<3.11,>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
210.2 KiB
Release history
24 releases with files
Median release cadence
5 days

nhssynth dependencies

PyPI declares 17 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. pandas <3.0.0,>=2.0.1
  2. scikit-learn <2.0.0,>=1.2.2
  3. tqdm <5.0.0,>=4.65.0
  4. gower <0.2.0,>=0.1.2
  5. pyyaml <7.0,>=6.0
  6. torch <2.4.0,>=2.2.0
  7. numpy <2.0.0,>=1.24.0
  8. scipy >=1.3.2
  9. opacus <1.5.0,>=1.4.0
  10. networkx <4.0,>=3.1
  11. pyvis <0.4.0,>=0.3.2
  12. sdmetrics <0.12.0,>=0.11.0
  13. streamlit <2.0.0,>=1.25.0
  14. plotly <6.0.0,>=5.16.1
  15. umap-learn <0.6.0,>=0.5.3
  16. llvmlite <0.41.0,>=0.40.1
  17. matplotlib <4.0.0,>=3.7.0

Compatibility and release files

nhssynth publishes 1 wheel and 1 source archive for version 0.11.0. Wheel platform tags: any.

Declared Python classifiers: 3.10.

Release activity and sources

PyPI lists 24 releases with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .