fuse-med-ml

ai cmmd collaboration ct deep-learning fuse fuse-med-ml fusemedml hacktoberfest healthcare isic knight-challenge machine-learning medical medical-imaging multimodality python pytorch stoic vision

Score: 16.87893437664724

Last synced: about 10 hours ago
JSON representation

Repository metadata:

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

Host: GitHub
URL: https://github.com/BiomedSciAI/fuse-med-ml
Owner: BiomedSciAI
License: apache-2.0
Created: 2021-06-23T12:10:42.000Z (almost 5 years ago)
Default Branch: master
Last Pushed: 2026-04-12T10:32:18.000Z (2 months ago)
Last Synced: 2026-06-09T18:04:27.374Z (13 days ago)
Topics: ai, cmmd, collaboration, ct, deep-learning, fuse, fuse-med-ml, fusemedml, hacktoberfest, healthcare, isic, knight-challenge, machine-learning, medical, medical-imaging, multimodality, python, pytorch, stoic, vision
Language: Python
Homepage:
Size: 104 MB
Stars: 158
Watchers: 11
Forks: 40
Open Issues: 34
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md

Owner metadata:

Name: BiomedSciAI
Login: BiomedSciAI
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/108874137?v=4
Repositories: 6
Last Synced at: 2025-04-09T00:01:46.123Z
Profile URL: https://github.com/BiomedSciAI

GitHub Events

Total

Create event: 31
Delete event: 13
Fork event: 4
Issue comment event: 11
Issues event: 2
Member event: 6
Pull request event: 55
Pull request review comment event: 37
Pull request review event: 72
Push event: 96
Release event: 1
Watch event: 12
Total: 340

Last Year

Create event: 8
Delete event: 8
Fork event: 2
Issue comment event: 4
Member event: 2
Pull request event: 17
Pull request review comment event: 1
Pull request review event: 6
Push event: 20
Watch event: 3
Total: 71

Committers metadata

Last synced: 8 days ago

Total Commits: 487
Total Committers: 39
Avg Commits per committer: 12.487
Development Distribution Score (DDS): 0.745

Commits in past year: 18
Committers in past year: 10
Avg Commits per committer in past year: 1.8
Development Distribution Score (DDS) in past year: 0.722

Name	Email	Commits
Moshiko Raboh	8****h	124
Alex Golts	a**s@i**m	85
moshiko	m**h@i**m	46
Sagi Polaczek	5****k	40
itaijj	i**2@g**m	24
YoelShoshan	y**n@g**m	23
Liam Hazan	l**n@i**m	18
Michal Ozery-Flato	1****o	13
itaiguez	i**z@i**m	12
sagi	s**k@i**m	11
#Sagi Polaczek#Sagi.Polaczek@ibm.com	s**p@l**m	11
Daniel Shats	d**1@g**m	11
Avihu Dekel	a**2@g**m	8
Ben Shapira	6****7	6
Sivan Ravid	1****s	5
ttlusty	t**y@i**m	4
Ella Barkan	e**a@i**m	4
IdoAmosIBM	1****M	4
Antonio Foncubierta Rodríguez	a****a	3
Vadim Ratner	9****c	3
shakedpe	4****e	3
simona	s**a@i**m	3
vadimra	v**a@i**m	2
xinwxin	w**n@g**m	2
simona-rc	8****c	2
mayhamri	9****i	2
imgbot[bot]	3****]	2
agiova	3****a	2
Yishai Levine	l**0@g**m	2
Panos Vagenas	3****s	2
and 9 more...

Issue and Pull Request metadata

Last synced: about 2 months ago

Total issues: 32
Total pull requests: 224
Average time to close issues: 3 months
Average time to close pull requests: 13 days
Total issue authors: 12
Total pull request authors: 26
Average comments per issue: 1.28
Average comments per pull request: 0.45
Merged pull request: 193
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 21
Past year average time to close issues: N/A
Past year average time to close pull requests: 9 days
Past year issue authors: 0
Past year pull request authors: 8
Past year average comments per issue: 0
Past year average comments per pull request: 0.19
Past year merged pull request: 18
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/BiomedSciAI/fuse-med-ml

Top Issue Authors

SagiPolaczek (11)
mosheraboh (6)
anupamajha1 (3)
avihu111 (2)
egozi (2)
alex-golts (2)
simona-rc (1)
ellabarkan (1)
sivanravidos (1)
itaijj (1)
Betty-J (1)
smartdanny (1)

Top Pull Request Authors

mosheraboh (50)
SagiPolaczek (40)
YoelShoshan (23)
alex-golts (16)
michalozeryflato (13)
bensha6757 (10)
smartdanny (9)
sivanravidos (9)
liamhazan (7)
IdoAmosIBM (6)
ellabarkan (6)
itaijj (6)
floccinauc (5)
mayhamri (4)
avihu111 (3)

Top Issue Labels

bug (13)
enhancement (11)
good first issue (6)
question (2)
wontfix (1)
DEV (1)
up-for-grabs (1)
help wanted (1)
documentation (1)

Top Pull Request Labels

enhancement (3)
example (1)
dependencies (1)

Package metadata

Total packages: 1
Total downloads:
- pypi: 2,856 last-month
Total dependent packages: 0
Total dependent repositories: 1
Total versions: 24
Total maintainers: 1

pypi.org: fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

Homepage:
Documentation: https://fuse-med-ml.readthedocs.io/
Licenses: Apache License 2.0
Latest release: 0.4.1 (published 4 months ago)
Last Synced: 2026-06-09T18:02:39.506Z (13 days ago)
Versions: 24
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 2,856 Last month
Rankings:
- Stargazers count: 6.599%
- Forks count: 6.769%
- Dependent packages count: 10.069%
- Average: 11.687%
- Downloads: 13.368%
- Dependent repos count: 21.628%
Maintainers (1)
- mosheraboh

Dependencies

fuse/requirements.txt pypi

deepdiff *
h5py *
hdf5plugin *
hydra-core *
ipykernel *
ipython *
matplotlib >=3.3.3
nibabel *
numpy >=1.18.5
omegaconf *
pandas >=1.2
paramiko *
psutil *
pycocotools >=2.0.1
pytorch_lightning *
scikit-learn >=0.23.2
scipy >=1.5.4
statsmodels *
tables *
tensorboard *
termcolor >=1.1.0
torch >=1.5.0
torchvision >=0.8.1
tqdm >=4.52.0
wget *
xmlrunner *

fuse/requirements_dev.txt pypi

black ==22.3.0
flake8 *
mypy ==0.950
testbook *

fuseimg/requirements.txt pypi

SimpleITK >=1.2.0
medpy *
opencv-python <=4.3.0.36
pydicom *
scikit-image >=0.17.2
torchvision >=0.8.1

.github/workflows/lint.yaml actions

actions/checkout v2 composite
actions/setup-python v2 composite
psf/black stable composite
py-actions/flake8 v2 composite

.github/workflows/python-publish.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite

fuse_examples/requirements.txt pypi

medpy *
monai *
pydicom *
scikit-image *
transformers *

setup.py pypi

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