PyNomaly

anomalies anomaly-detection machine-learning nearest-neighbors outlier-detection outlier-scores outliers probability

Score: 18.79308301063802

Last synced: about 6 hours ago
JSON representation

Repository metadata:

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Host: GitHub
URL: https://github.com/vc1492a/PyNomaly
Owner: vc1492a
License: other
Created: 2017-05-19T20:51:20.000Z (about 9 years ago)
Default Branch: main
Last Pushed: 2026-06-16T17:45:04.000Z (7 days ago)
Last Synced: 2026-06-19T23:03:08.920Z (3 days ago)
Topics: anomalies, anomaly-detection, machine-learning, nearest-neighbors, outlier-detection, outlier-scores, outliers, probability
Language: Python
Homepage:
Size: 34.8 MB
Stars: 330
Watchers: 23
Forks: 37
Open Issues: 4
Metadata Files:
- Readme: README.md
- Changelog: changelog.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Funding:
- Github: vc1492a

Owner metadata:

Name: Valentino Constantinou
Login: vc1492a
Email:
Kind: user
Description: Senior Data Scientist @ Terran Orbital Open Source Software Enthusiast
Website: https://www.valentino.io/
Location: Pasadena, California
Twitter:
Company: Terran Orbital
Icon url: https://avatars.githubusercontent.com/u/2057896?u=6d0f45e842c69fa1be13cf633165a2ae9bb19f43&v=4
Repositories: 40
Last Synced at: 2024-05-01T11:10:04.922Z
Profile URL: https://github.com/vc1492a

GitHub Events

Total

Create event: 9
Delete event: 6
Fork event: 1
Issue comment event: 9
Issues event: 10
Pull request event: 34
Pull request review comment event: 1
Pull request review event: 4
Push event: 31
Release event: 1
Watch event: 17
Total: 123

Last Year

Create event: 2
Fork event: 1
Issue comment event: 3
Issues event: 2
Pull request event: 11
Pull request review comment event: 1
Push event: 14
Watch event: 4
Total: 38

Committers metadata

Last synced: 3 days ago

Total Commits: 185
Total Committers: 8
Avg Commits per committer: 23.125
Development Distribution Score (DDS): 0.151

Commits in past year: 18
Committers in past year: 1
Avg Commits per committer in past year: 18.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
vc1492a	v**a@g**m	157
IroNEDR	t**n@g**m	18
Michael Schreier	m**r@g**e	5
Robin	r**e@g**m	1
Lini Mestar	l****o	1
Blake Bambico	b**o@c**m	1
vc1492a	v**u@j**v	1
Joe Jevnik	j**e@q**m	1

Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 48
Total pull requests: 56
Average time to close issues: 11 months
Average time to close pull requests: about 2 months
Total issue authors: 20
Total pull request authors: 10
Average comments per issue: 2.02
Average comments per pull request: 0.82
Merged pull request: 40
Bot issues: 0
Bot pull requests: 0

Past year issues: 1
Past year pull requests: 8
Past year average time to close issues: N/A
Past year average time to close pull requests: 5 minutes
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 4
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/vc1492a/PyNomaly

Top Issue Authors

vc1492a (24)
IroNEDR (3)
ali-Eskandarian (2)
lisongs1995 (2)
maxcw (2)
NicoleRR (1)
TSFelg (1)
RockLeeStudio (1)
zhaohan-xi (1)
MichaelSchreier (1)
nghiadanh26 (1)
atthom (1)
jnpsk (1)
ghost (1)
mdruiter (1)

Top Pull Request Authors

vc1492a (33)
IroNEDR (12)
MichaelSchreier (3)
romajain1 (2)
lmEshoo (1)
paddymul (1)
nghiadanh26 (1)
llllllllll (1)
robmarkcole (1)
ghost (1)

Top Issue Labels

enhancement (23)
bug (10)
in progress (6)
packaging (6)
documentation (5)
low priority (3)
on hold (2)
review (2)
high priority (2)
test (1)
good first issue (1)

Top Pull Request Labels

documentation (15)
autorelease: pending (10)
bug (8)
review (6)
low priority (3)
enhancement (3)
test (2)
on hold (1)
help wanted (1)
in progress (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 54,282 last-month
Total dependent packages: 2 (may contain duplicates)
Total dependent repositories: 26 (may contain duplicates)
Total versions: 24
Total maintainers: 2

pypi.org: pynomaly

A Python 3 implementation of LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Homepage: https://github.com/vc1492a/PyNomaly
Documentation: https://pynomaly.readthedocs.io/
Licenses: Apache License, Version 2.0
Latest release: 0.4.0 (published 28 days ago)
Last Synced: 2026-06-19T23:00:44.812Z (3 days ago)
Versions: 23
Dependent Packages: 1
Dependent Repositories: 26
Downloads: 54,282 Last month
Rankings:
- Downloads: 1.585%
- Dependent repos count: 2.845%
- Stargazers count: 3.659%
- Average: 3.912%
- Dependent packages count: 4.776%
- Forks count: 6.695%
Maintainers (2)
- vc1492a
- IroNEDR

conda-forge.org: pynomaly

Homepage: https://github.com/vc1492a/PyNomaly
Licenses: Apache-2.0
Latest release: 0.3.3 (published about 4 years ago)
Last Synced: 2026-04-01T03:21:20.949Z (3 months ago)
Versions: 1
Dependent Packages: 1
Dependent Repositories: 0
Rankings:
- Stargazers count: 20.524%
- Forks count: 27.133%
- Average: 27.625%
- Dependent packages count: 28.82%
- Dependent repos count: 34.025%

Dependencies

requirements.txt pypi

numpy >=1.12.0
python-utils >=2.3.0

requirements_ci.txt pypi

coveralls >=1.8.0
pandas >=0.24.2
pytest >=4.6.2
pytest-cov >=2.7.1
scikit-learn >=0.21.2
scipy >=1.3.0
wheel >=0.33.4

requirements_examples.txt pypi

matplotlib ==3.1.0
pandas >=0.24.2
pydataset >=0.2.0
scikit-learn >=0.21.2
scipy >=1.3.0

setup.py pypi

numpy *
python-utils *

.github/workflows/tests.yml actions

actions/checkout v4 composite
actions/setup-python v3 composite

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