bayesflow

amortized-inference bayesian-statistics computational-modeling deep-learning generative-ai generative-models neural-networks simulation-based-inference

Score: 9.94798279242268

Last synced: about 14 hours ago
JSON representation

Repository metadata:

A Python library for efficient Bayesian modeling with deep learning

Host: GitHub
URL: https://github.com/bayesflow-org/bayesflow
Owner: bayesflow-org
License: mit
Created: 2019-11-17T06:53:05.000Z (over 6 years ago)
Default Branch: main
Last Pushed: 2026-05-22T17:22:25.000Z (about 1 month ago)
Last Synced: 2026-05-22T20:44:44.138Z (about 1 month ago)
Topics: amortized-inference, bayesian-statistics, computational-modeling, deep-learning, generative-ai, generative-models, neural-networks, simulation-based-inference
Language: Python
Homepage: https://bayesflow.org/
Size: 737 MB
Stars: 666
Watchers: 12
Forks: 82
Open Issues: 31
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff

Owner metadata:

Name: BayesFlow
Login: bayesflow-org
Email:
Kind: organization
Description: An organization for applications and extensions of amortized Bayesian inference.
Website:
Location: Germany
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/135721600?v=4
Repositories: 1
Last Synced at: 2023-07-03T07:58:55.412Z
Profile URL: https://github.com/bayesflow-org

GitHub Events

Total

Commit comment event: 1
Create event: 110
Delete event: 91
Fork event: 25
Issue comment event: 914
Issues event: 227
Member event: 5
Pull request event: 372
Pull request review comment event: 292
Pull request review event: 308
Push event: 872
Release event: 7
Watch event: 228
Total: 3452

Last Year

Commit comment event: 1
Create event: 101
Delete event: 87
Fork event: 22
Issue comment event: 851
Issues event: 202
Member event: 3
Pull request event: 347
Pull request review comment event: 292
Pull request review event: 305
Push event: 785
Release event: 7
Watch event: 203
Total: 3206

Committers metadata

Last synced: about 1 month ago

Total Commits: 2,461
Total Committers: 30
Avg Commits per committer: 82.033
Development Distribution Score (DDS): 0.602

Commits in past year: 157
Committers in past year: 14
Avg Commits per committer in past year: 11.214
Development Distribution Score (DDS) in past year: 0.656

Name	Email	Commits
stefanradev93	s**3@g**m	979
LarsKue	l**s@k**e	701
Valentin Pratz	g**t@v**e	218
marvinschmitt	m**l@m**e	130
Paul-Christian Bürkner	p**r@g**m	74
han-ol	g**@h**m	51
Chase-Grajeda	c**a@g**m	45
elseml	6****l	40
rene-bucchia	r**a@g**m	38
Xenovortex	L**n@g**e	31
Leona Odole	e**e@u**u	26
arrjon	j**a@u**e	16
Yannik Schaelte	y**e@g**m	16
Pritom Gogoi	p**1@g**m	14
Kucharssim	k**m@g**m	14
MarcoD	m**2@g**m	12
Radev	r**s@w**u	10
Jerry	a**h@g**m	9
dependabot[bot]	4****]	8
AlexAndorra	a**e@g**m	6
Lukas Schumacher	3****r	6
Andreas Fehlner	f**r@a**e	5
leonhard volz	4****z	3
Alexander	a**r@g**e	2
Daniel Habermann	1****n	2
Eric N. Brown	e****n	1
desi	d**a@g**m	1
noahg2	6****2	1
Jonas Jürgensen	j**n@J**x	1
zimea	l**n@o**e	1

Issue and Pull Request metadata

Last synced: 8 months ago

Total issues: 150
Total pull requests: 357
Average time to close issues: 24 days
Average time to close pull requests: 5 days
Total issue authors: 29
Total pull request authors: 18
Average comments per issue: 1.87
Average comments per pull request: 2.53
Merged pull request: 260
Bot issues: 0
Bot pull requests: 0

Past year issues: 129
Past year pull requests: 344
Past year average time to close issues: 12 days
Past year average time to close pull requests: 4 days
Past year issue authors: 26
Past year pull request authors: 18
Past year average comments per issue: 1.62
Past year average comments per pull request: 2.57
Past year merged pull request: 256
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/bayesflow-org/bayesflow

Top Issue Authors

vpratz (49)
LarsKue (17)
han-ol (12)
marvinschmitt (8)
stefanradev93 (8)
paul-buerkner (7)
Kucharssim (7)
elseml (6)
arrjon (5)
thegialeo (4)
maltelueken (4)
philippreiser (3)
payelghosh537482 (2)
sjedhoff (2)
jerrymhuang (2)

Top Pull Request Authors

vpratz (126)
LarsKue (71)
han-ol (26)
arrjon (25)
stefanradev93 (20)
paul-buerkner (16)
elseml (15)
Kucharssim (14)
eodole (13)
daniel-habermann (10)
jerrymhuang (8)
marvinschmitt (3)
thegialeo (3)
enbrown (2)
Chase-Grajeda (2)

Top Issue Labels

feature (32)
discussion (16)
user interface (13)
documentation (9)
v2 (8)
bug (7)
refactoring (5)
unit tests (5)
question (3)
sugar (3)
efficiency (2)
good first issue (2)
serialization (2)
cannot reproduce (1)

Top Pull Request Labels

feature (35)
fix (29)
refactoring (14)
user interface (11)
draft (8)
sugar (7)
documentation (7)
unit tests (6)
v2 (4)
good first issue (3)
bug (3)
dependencies (2)
efficiency (2)
duplicate (1)

Dependencies

.github/workflows/multiversion-docs.yaml actions

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

.github/workflows/test-docs.yaml actions

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

.github/workflows/publish.yaml actions

actions/checkout v4 composite
actions/download-artifact v4 composite
actions/setup-python v5 composite
actions/upload-artifact v4 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/style.yaml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/tests.yaml actions

actions/checkout v4 composite
actions/setup-python v5 composite
codecov/codecov-action v4 composite

environment.yaml conda

jupyter
jupyterlab
keras ~= 3.9.0
matplotlib
numpy ~= 1.26
pandas
pre-commit
pytest
pytest-cov
pytest-rerunfailures
pytest-xdist
python >= 3.11, < 3.13
ruff
scikit-learn
scipy
seaborn
tox
tqdm

pyproject.toml pypi

keras >=3.12.0
matplotlib >=3.10.8
networkx >=3.4.2
numpy >=2.2.6
pandas >=2.3.3
scipy >=1.15.3
seaborn >=0.13.2
tqdm >=4.67.1

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