Howso™ Visualization Utilities

This repository contains several utility functions for plotting data that are both input to and output from Howso Engine. In particular, highlighting:

  • Model drift
  • Feature importances
  • Interpretable predictions
  • Entire datasets

Installation

Simply install with pip:

python -m pip install howso-visuals

Or, to install for development, clone this repository and install it editably:

git clone github.com/howsoai/howso-visuals
cd howso-visuals
python -m pip install -e .[dev]

License

License

Contributing

Contributing

Project links

Data verified by PyPI on Sep 4, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
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  • Released:
Latest release

3 maintainers

PyPI data
Data sourced directly from PyPI's database.
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GitHub Statistics

Data verified by PyPI on Sep 4, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

GNU Affero General Public License v3 (GNU AFFERO GENERAL PUBLIC LICENSE)

Requires

Python >=3.11

Provides Extra

dev

Tags

machine learning artificial intelligence data visualization

Classifiers

Report project as malware

Metadata

Project links

Data verified by PyPI on Sep 4, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

3 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for apbassett from gravatar.com apbassett Avatar for dmglennie-diveplane from gravatar.com dmglennie-diveplane Avatar for wagoddin from gravatar.com wagoddin

GitHub Statistics

Data verified by PyPI on Sep 4, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

GNU Affero General Public License v3 (GNU AFFERO GENERAL PUBLIC LICENSE)

Requires

Python >=3.11

Provides Extra

dev

Tags

machine learning artificial intelligence data visualization

Classifiers

Report project as malware

Release files for howso-visuals 4.2.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for howso-visuals 4.2.0
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howso_visuals-4.2.0.tar.gz 166.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for howso-visuals 4.2.0
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howso_visuals-4.2.0-py3-none-any.whl 150.3 kB Python 3 none any Details

Total release size: 317.1 kB

Release files / howso_visuals-4.2.0.tar.gz

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