normalizing-flows

density-estimation glow invertible-neural-networks neural-spline-flow normalizing-flow pytorch real-nvp residual-flow variational-autoencoder variational-inference

Score: 17.797324329809864

Last synced: about 22 hours ago
JSON representation

Repository metadata:

PyTorch implementation of normalizing flow models

Host: GitHub
URL: https://github.com/VincentStimper/normalizing-flows
Owner: VincentStimper
License: mit
Created: 2020-01-28T15:15:59.000Z (over 6 years ago)
Default Branch: master
Last Pushed: 2024-08-25T09:44:06.000Z (almost 2 years ago)
Last Synced: 2026-05-23T07:12:09.838Z (about 1 month ago)
Topics: density-estimation, glow, invertible-neural-networks, neural-spline-flow, normalizing-flow, pytorch, real-nvp, residual-flow, variational-autoencoder, variational-inference
Language: Python
Homepage: https://joss.theoj.org/papers/10.21105/joss.05361
Size: 7.44 MB
Stars: 946
Watchers: 13
Forks: 131
Open Issues: 15
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Citation: CITATION.cff
Funding:
- Github: VincentStimper

Owner metadata:

Name: Vincent Stimper
Login: VincentStimper
Email:
Kind: user
Description: Senior Research Scientist @ Isomorphic Labs
Website: https://vincentstimper.com/
Location: Lausanne, Switzerland
Twitter: VStimper
Company: Isomorphic Labs
Icon url: https://avatars.githubusercontent.com/u/23174118?u=a39a6840421b363180e235ad8959e76e421f9140&v=4
Repositories: 6
Last Synced at: 2026-04-15T10:02:28.205Z
Profile URL: https://github.com/VincentStimper

GitHub Events

Total

Fork event: 26
Issue comment event: 2
Issues event: 4
Pull request event: 2
Watch event: 181
Total: 215

Last Year

Fork event: 8
Issues event: 1
Pull request event: 1
Watch event: 44
Total: 54

Committers metadata

Last synced: about 1 month ago

Total Commits: 712
Total Committers: 14
Avg Commits per committer: 50.857
Development Distribution Score (DDS): 0.162

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Vincent Stimper	v**r@g**m	597
Lukas Ryll	4****l	40
VincentStimper	v**8@c**k	27
davindicode	D**9@g**m	20
Vincent Berenz	v****z	8
L Ryll	l**7@w**k	7
Andrew Campbell	b****k	5
mattcleigh	3****h	2
Timothy Gebhard	t****d	1
Kaze Wong	k**s@g**m	1
Adam Li	a**2@g**m	1
laurence	l**y@i**m	1
Vincent Berenz	v**z@t**e	1
Vincent Berenz	v**z@t**e	1

Issue and Pull Request metadata

Last synced: about 1 month ago

Total issues: 46
Total pull requests: 31
Average time to close issues: about 2 months
Average time to close pull requests: 7 days
Total issue authors: 39
Total pull request authors: 16
Average comments per issue: 1.78
Average comments per pull request: 0.74
Merged pull request: 19
Bot issues: 0
Bot pull requests: 0

Past year issues: 2
Past year pull requests: 4
Past year average time to close issues: N/A
Past year average time to close pull requests: less than a minute
Past year issue authors: 2
Past year pull request authors: 3
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/VincentStimper/normalizing-flows

Top Issue Authors

maulberto3 (4)
kazewong (3)
guzy0324 (2)
matejgrcic (2)
karanchahal-nv (1)
prclibo (1)
ybernaerts (1)
12jerek34jeremi (1)
mjack3 (1)
yarinbar (1)
ZhengtingJiang (1)
alexmiltenberger (1)
dgjung0220 (1)
julia-sand (1)
adam2392 (1)

Top Pull Request Authors

VincentStimper (8)
vincentberenz (5)
prclibo (2)
adam2392 (2)
jonas-eschle (2)
mstoelzle (2)
timothygebhard (1)
lollcat (1)
mbaddar1 (1)
mattcleigh (1)
Donglin-Wang2 (1)
Stanpol (1)
kazewong (1)
arc82 (1)
ntustison (1)

Top Issue Labels

question (16)
enhancement (6)
good first issue (5)
bug (4)
documentation (3)
duplicate (1)
paper (1)
wontfix (1)

Top Pull Request Labels

documentation (2)
enhancement (2)
bug (2)

Package metadata

Total packages: 3
Total downloads:
- pypi: 3,981 last-month
Total dependent packages: 1 (may contain duplicates)
Total dependent repositories: 2 (may contain duplicates)
Total versions: 22
Total maintainers: 1

proxy.golang.org: github.com/VincentStimper/normalizing-flows

Homepage:
Documentation: https://pkg.go.dev/github.com/VincentStimper/normalizing-flows#section-documentation
Licenses: mit
Latest release: v1.7.3 (published over 2 years ago)
Last Synced: 2026-05-17T04:07:22.985Z (about 1 month ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.375%
- Average: 5.556%
- Dependent repos count: 5.736%

proxy.golang.org: github.com/vincentstimper/normalizing-flows

Homepage:
Documentation: https://pkg.go.dev/github.com/vincentstimper/normalizing-flows#section-documentation
Licenses: mit
Latest release: v1.7.3 (published over 2 years ago)
Last Synced: 2026-05-17T04:06:43.050Z (about 1 month ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.375%
- Average: 5.556%
- Dependent repos count: 5.736%

pypi.org: normflows

Pytorch implementation of normalizing flows

Homepage: https://github.com/VincentStimper/normalizing-flows
Documentation: https://normflows.readthedocs.io/
Licenses: MIT
Latest release: 1.7.3 (published over 2 years ago)
Last Synced: 2026-05-17T04:07:10.631Z (about 1 month ago)
Versions: 10
Dependent Packages: 1
Dependent Repositories: 2
Downloads: 3,981 Last month
Rankings:
- Stargazers count: 2.781%
- Downloads: 4.613%
- Dependent packages count: 4.783%
- Forks count: 4.948%
- Average: 5.733%
- Dependent repos count: 11.539%
Maintainers (1)
- VincentStimper

Dependencies

requirements.txt pypi

numpy *
torch *

requirements_examples.txt pypi

ipywidgets *
jupyterlab *
matplotlib *
sklearn *
tqdm *

setup.py pypi

x.strip *

.github/workflows/mkdocs.yaml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/pytest.yaml actions

JamesIves/github-pages-deploy-action v4 composite
actions/checkout v3 composite
actions/setup-python v3 composite
tj-actions/coverage-badge-py v1.8 composite

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