deep-river

data-science deep-learning incremental-learning machine-learning neural-network online-deep-learning online-learning outlier-detection pytorch stream

Score: 11.771899373285265

Last synced: about 7 hours ago
JSON representation

Repository metadata:

Host: GitHub
URL: https://github.com/online-ml/deep-river
Owner: online-ml
License: bsd-3-clause
Created: 2021-11-17T13:22:04.000Z (almost 5 years ago)
Default Branch: main
Last Pushed: 2026-09-29T06:08:34.000Z (5 days ago)
Last Synced: 2026-09-30T01:43:22.981Z (4 days ago)
Topics: data-science, deep-learning, incremental-learning, machine-learning, neural-network, online-deep-learning, online-learning, outlier-detection, pytorch, stream
Language: Python
Homepage: https://online-ml.github.io/deep-river/
Size: 60.6 MB
Stars: 177
Watchers: 3
Forks: 23
Open Issues: 28
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff
- Agents: AGENTS.md

Owner metadata:

Name: The Fellowship of Online Machine Learning
Login: online-ml
Email:
Kind: organization
Description:
Website: https://maxhalford.notion.site/Friends-of-Online-Machine-Learning-8a264829ccf345a4b2627de38139ec8b
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/47002673?v=4
Repositories: 16
Last Synced at: 2026-10-02T19:41:06.197Z
Profile URL: https://github.com/online-ml

GitHub Events

Total

Create event: 28
Delete event: 19
Fork event: 10
Issue comment event: 26
Issues event: 21
Pull request event: 40
Pull request review comment event: 5
Pull request review event: 8
Push event: 188
Release event: 8
Watch event: 41
Total: 394

Last Year

Create event: 8
Delete event: 9
Issue comment event: 1
Issues event: 4
Pull request event: 4
Push event: 42
Watch event: 5
Total: 73

Committers metadata

Last synced: 1 day ago

Total Commits: 812
Total Committers: 8
Avg Commits per committer: 101.5
Development Distribution Score (DDS): 0.511

Commits in past year: 88
Committers in past year: 1
Avg Commits per committer in past year: 88.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Cedric Kulbach	c**h@g**m	397
Cedric Kulbach	c**c@g**m	222
Lucas Cazzonelli	c**i@f**e	93
kulbach	k**h@f**e	64
Hoang-Anh Ngo	h**o@s**k	32
Max Halford	m**5@g**m	2
gobeumsu	g**u@g**m	1
Jose Enrique	j**o@g**m	1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 82
Total pull requests: 107
Average time to close issues: 4 months
Average time to close pull requests: 4 days
Total issue authors: 15
Total pull request authors: 6
Average comments per issue: 0.88
Average comments per pull request: 0.77
Merged pull request: 89
Bot issues: 0
Bot pull requests: 0

Past year issues: 27
Past year pull requests: 26
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 13 days
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 0.15
Past year average comments per pull request: 0.88
Past year merged pull request: 17
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/online-ml/deep-river

Top Issue Authors

kulbachcedric (50)
lucasczz (10)
ercangunbilek (8)
panchao12345 (3)
leal2020 (1)
jtimko16 (1)
alpcansoydas (1)
atanikan (1)
zeyaddeeb (1)
jabowery (1)
fox-ds (1)
jpbarddal (1)
joseEnrique (1)
Asuskf (1)
albertobotana (1)

Top Pull Request Authors

kulbachcedric (70)
lucasczz (22)
hoanganhngo610 (8)
MaxHalford (3)
joseEnrique (2)
GoBeromsu (2)

Top Issue Labels

enhancement (20)
bug (9)
documentation (2)

Top Pull Request Labels

enhancement (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 77 last-month
Total dependent packages: 1 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 33
Total maintainers: 1

proxy.golang.org: github.com/online-ml/deep-river

Homepage:
Documentation: https://pkg.go.dev/github.com/online-ml/deep-river#section-documentation
Licenses: bsd-3-clause
Latest release: v0.3.4 (published 3 months ago)
Last Synced: 2026-10-02T17:02:51.852Z (1 day ago)
Versions: 21
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.702%
- Average: 4.86%
- Dependent repos count: 5.018%

pypi.org: deep-river

Online Deep Learning for river

Homepage: https://github.com/online-ml/deep-river
Documentation: https://github.com/online-ml/deep-river
Licenses: BSD-3-Clause
Latest release: 0.3.4 (published 3 months ago)
Last Synced: 2026-10-02T17:02:50.240Z (1 day ago)
Versions: 12
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 77 Last month
Rankings:
- Dependent packages count: 2.938%
- Stargazers count: 8.716%
- Forks count: 11.615%
- Average: 13.752%
- Downloads: 14.88%
- Dependent repos count: 30.611%
Maintainers (1)
- ckulbach

Dependencies

.github/workflows/pypi-publish.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite

.github/workflows/unit-tests.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite
codecov/codecov-action v2 composite

.github/workflows/docs.yml actions

actions/cache v6 composite
actions/checkout v7 composite
astral-sh/setup-uv v8.2.0 composite

.github/workflows/docs-backfill.yml actions

actions/cache v6 composite
actions/checkout v7 composite
astral-sh/setup-uv v8.2.0 composite

pyproject.toml pypi

numpy >=2.3.4,<3
pandas >=2.2,<3
river >=0.25,<0.26
scikit-learn >=1.5,<2
sortedcontainers >=2.4.0
torch ==2.2.2; sys_platform == 'darwin' and platform_machine == 'x86_64'
torch >=2.5,<2.7; sys_platform != 'darwin' or platform_machine != 'x86_64'
torchviz ~=0.0.2
tqdm ~=4.66.5

uv.lock pypi

223 dependencies

.github/workflows/codspeed.yml actions

CodSpeedHQ/action v4 composite
actions/checkout v5 composite
actions/setup-python v6 composite
astral-sh/setup-uv v7 composite

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