zoobot

Score: 12.660708797644787

Last synced: about 9 hours ago
JSON representation

Repository metadata:

Classifies galaxy morphology with Bayesian CNN

Host: GitHub
URL: https://github.com/mwalmsley/zoobot
Owner: mwalmsley
License: gpl-3.0
Created: 2021-03-02T13:41:07.000Z (over 5 years ago)
Default Branch: main
Last Pushed: 2025-10-26T13:58:39.000Z (8 months ago)
Last Synced: 2026-06-19T23:03:24.291Z (2 days ago)
Language: Jupyter Notebook
Size: 329 MB
Stars: 125
Watchers: 2
Forks: 32
Open Issues: 5
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff

Owner metadata:

Name: Mike Walmsley
Login: mwalmsley
Email:
Kind: user
Description:
Website: www.walmsley.dev
Location: Toronto
Twitter: mike_walmsley_
Company: University of Toronto, @zooniverse
Icon url: https://avatars.githubusercontent.com/u/7740526?u=05fcb130c29d043b35edc58c7e54214997713d5f&v=4
Repositories: 53
Last Synced at: 2023-12-29T17:50:12.392Z
Profile URL: https://github.com/mwalmsley

GitHub Events

Total

Create event: 2
Delete event: 1
Fork event: 6
Issue comment event: 5
Issues event: 3
Member event: 2
Pull request event: 7
Pull request review event: 1
Push event: 73
Release event: 1
Watch event: 25
Total: 126

Last Year

Create event: 1
Delete event: 1
Fork event: 1
Issue comment event: 3
Issues event: 1
Member event: 2
Pull request event: 2
Push event: 37
Release event: 1
Watch event: 4
Total: 53

Committers metadata

Last synced: 2 days ago

Total Commits: 1,532
Total Committers: 8
Avg Commits per committer: 191.5
Development Distribution Score (DDS): 0.071

Commits in past year: 35
Committers in past year: 1
Avg Commits per committer in past year: 35.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Mike Walmsley	w**1@g**m	1423
Mike Walmsley	w**1@g**m	46
Campbell Allen	c**n@g**m	45
Inigo Val Slijepcevic	i**l@g**m	6
mb010	5****0	5
Maja Jabłońska	m**a@g**m	4
Mike Walmsley	w**l@J**l	2
Logan	9****e	1

Issue and Pull Request metadata

Last synced: 8 months ago

Total issues: 31
Total pull requests: 101
Average time to close issues: 4 months
Average time to close pull requests: 10 days
Total issue authors: 12
Total pull request authors: 9
Average comments per issue: 1.45
Average comments per pull request: 0.27
Merged pull request: 90
Bot issues: 0
Bot pull requests: 0

Past year issues: 2
Past year pull requests: 8
Past year average time to close issues: N/A
Past year average time to close pull requests: 13 days
Past year issue authors: 2
Past year pull request authors: 2
Past year average comments per issue: 3.5
Past year average comments per pull request: 0.0
Past year merged pull request: 5
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

mwalmsley (13)
katgre (3)
criselsuarez (3)
camallen (3)
mkurzner (2)
ClarkGuilty (1)
SauravMaheshkar (1)
bijusaha-astro (1)
igorkolesnikov13 (1)
BaranovMykola (1)
NicoGalvarino (1)
crhea93 (1)

Top Pull Request Authors

mwalmsley (74)
camallen (15)
mb010 (4)
inigoval (2)
Logan-Locke (2)
BSGalvan (1)
maja-jablonska (1)
SauravMaheshkar (1)
katgre (1)

Top Issue Labels

enhancement (6)
help wanted (2)
bug (1)

Top Pull Request Labels

enhancement (2)
bug (1)

Package metadata

Total packages: 1
Total downloads:
- pypi: 301 last-month
Total dependent packages: 0
Total dependent repositories: 1
Total versions: 11
Total maintainers: 1

pypi.org: zoobot

Galaxy morphology classifiers

Homepage: https://github.com/mwalmsley/zoobot
Documentation: https://zoobot.readthedocs.io/
Licenses: GNU General Public License (GPL)
Latest release: 2.9.0 (published 11 months ago)
Last Synced: 2026-06-19T23:00:59.414Z (2 days ago)
Versions: 11
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 301 Last month
Rankings:
- Stargazers count: 8.526%
- Forks count: 8.723%
- Dependent packages count: 10.109%
- Average: 13.542%
- Downloads: 18.792%
- Dependent repos count: 21.559%
Maintainers (1)
- mwalmsley

Dependencies

docker-compose-tf.yml docker

zoobot tensorflow

docker-compose.yml docker

zoobot cuda

docs/requirements.txt pypi

Sphinx *
astropy *
boto3 *
furo *
keras_applications *
matplotlib *
numpy *
pandas *
pillow *
pyarrow *
python-dateutil ==2.8.1
scikit-image *
scikit-learn *
scipy *
seaborn *
sphinxcontrib-napoleon *
statsmodels *
tensorflow >=2.3
tensorflow_probability >=0.11
tqdm *
wandb *

setup.py pypi

for *
matplotlib *
numpy *
pandas *
pillow *
pyarrow *
scikit-image *
scikit-learn *
scipy *
statsmodels *
tqdm *
wandb *

.github/workflows/python-publish.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/run_CI.yml actions

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

Dockerfile docker

nvidia/cuda 11.3.1-base-ubuntu20.04 build

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary