https://github.com/aws/sagemaker-python-sdk

aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow

Score: 31.0747626944052

Last synced: about 7 hours ago
JSON representation

Repository metadata:

A library for training and deploying machine learning models on Amazon SageMaker

Host: GitHub
URL: https://github.com/aws/sagemaker-python-sdk
Owner: aws
License: apache-2.0
Created: 2017-11-14T01:03:33.000Z (about 8 years ago)
Default Branch: master
Last Pushed: 2025-10-22T17:14:46.000Z (4 months ago)
Last Synced: 2025-10-24T17:51:56.809Z (3 months ago)
Topics: aws, huggingface, machine-learning, mxnet, python, pytorch, sagemaker, tensorflow
Language: Python
Homepage: https://sagemaker.readthedocs.io/
Size: 163 MB
Stars: 2,202
Watchers: 129
Forks: 1,201
Open Issues: 353
Metadata Files:
- Readme: README.rst
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Notice: NOTICE.txt

Owner metadata:

Name: Amazon Web Services
Login: aws
Email: open-source-github@amazon.com
Kind: organization
Description:
Website: https://amazon.com/aws
Location: United States of America
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/2232217?v=4
Repositories: 522
Last Synced at: 2026-01-05T19:32:48.997Z
Profile URL: https://github.com/aws

GitHub Events

Total

Create event: 88
Delete event: 44
Fork event: 72
Issue comment event: 393
Issues event: 146
Member event: 13
Pull request event: 483
Pull request review comment event: 240
Pull request review event: 599
Push event: 389
Release event: 35
Watch event: 99
Total: 2601

Last Year

Create event: 87
Delete event: 43
Fork event: 72
Issue comment event: 388
Issues event: 146
Member event: 13
Pull request event: 469
Pull request review comment event: 240
Pull request review event: 592
Push event: 384
Release event: 35
Watch event: 99
Total: 2568

Committers metadata

Last synced: 3 months ago

Total Commits: 4,270
Total Committers: 496
Avg Commits per committer: 8.609
Development Distribution Score (DDS): 0.727

Commits in past year: 413
Committers in past year: 77
Avg Commits per committer in past year: 5.364
Development Distribution Score (DDS) in past year: 0.806

Name	Email	Commits
ci	c****i	1166
Lauren Yu	6****u	314
Karim Nakad	k**d@a**m	95
Erick Benitez-Ramos	1****c	89
Chuyang	c**g@g**m	88
evakravi	6****i	83
icywang86rui	i**i@g**m	81
Mufaddal Rohawala	8****a	63
Eric Johnson	6****e	60
Nadia Yakimakha	3****a	59
sagemaker-bot	s**t@a**m	59
qidewenwhen	3****n	57
Ajay Karpur	a**r@a**m	50
yangaws	3****s	50
Marcio Vinicius dos Santos	m**p@g**m	49
Kalyani Nikure	1****e	42
pintaoz-aws	1****s	41
jesterhazy	j**y@g**m	37
Balaji Veeramani	b**i@b**u	36
Ignacio Quintero	n**0@g**m	36
Ahsan Khan	a**i@g**m	35
Miyoung	m**9@g**m	35
Dan	c**k@g**m	31
Gokul Anantha Narayanan	1****l	30
Eric Slesar	3****s	28
dependabot[bot]	4****]	27
jerrypeng7773	5****3	27
Navin Soni	n**9@g**m	26
Dan	c**n@a**m	24
Dana Benson	3****s	24
and 466 more...

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 776
Total pull requests: 1,643
Average time to close issues: over 1 year
Average time to close pull requests: 20 days
Total issue authors: 571
Total pull request authors: 235
Average comments per issue: 2.56
Average comments per pull request: 8.12
Merged pull request: 1,141
Bot issues: 0
Bot pull requests: 97

Past year issues: 84
Past year pull requests: 498
Past year average time to close issues: 28 days
Past year average time to close pull requests: 9 days
Past year issue authors: 72
Past year pull request authors: 77
Past year average comments per issue: 0.52
Past year average comments per pull request: 0.43
Past year merged pull request: 331
Past year bot issues: 0
Past year bot pull requests: 41

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/aws/sagemaker-python-sdk

Top Issue Authors

lorenzwalthert (20)
athewsey (18)
idanmoradarthas (15)
jmahlik (10)
Alex-Wenner-FHR (7)
celsofranssa (6)
JingyaHuang (6)
j-adamczyk (5)
david-waterworth (5)
DRKolev-code (4)
laurenyu (4)
cfregly (4)
benieric (4)
neilmcguigan (4)
philschmid (4)

Top Pull Request Authors

benieric (107)
dependabot[bot] (97)
evakravi (88)
makungaj1 (67)
Captainia (65)
pintaoz-aws (60)
qidewenwhen (45)
knikure (45)
nargokul (44)
mufaddal-rohawala (29)
samruds (28)
Aditi2424 (27)
haixiw (24)
rsareddy0329 (24)
bencrabtree (24)

Top Issue Labels

bug (276)
type: feature request (210)
component: pipelines (79)
type: bug (73)
type: documentation (60)
contributions welcome (46)
type: question (43)
component: training (43)
component: pysdk-team (31)
PyTorch (28)
component: processing (26)
Pending information (22)
Local Mode (20)
component: hosting (20)
component: local mode (17)
component: Inference APIs (16)
component: Inference APIs and Interfaces (16)
HuggingFace (15)
type: logging/error reporting (13)
component: feature store (13)
type: maintenance (12)
Tensorflow (10)
XGBoost (10)
component: experiments (9)
scikit-learn (8)
component: image uri (8)
OS: Windows (7)
serverless (7)
component: neo (6)
component: model monitor (5)

Top Pull Request Labels

dependencies (97)
python (31)
do-not-merge (29)
ModelBuilder (7)
needs contributor changes (4)
bug (4)
type: feature request (3)
type: documentation (3)
status: Ready for merge (2)
external_contributor (2)
Pending information (1)

Package metadata

Total packages: 3
Total downloads:
- pypi: 22,415,827 last-month
Total docker downloads: 2,285,008
Total dependent packages: 68 (may contain duplicates)
Total dependent repositories: 691 (may contain duplicates)
Total versions: 762
Total maintainers: 1
Total advisories: 3

pypi.org: sagemaker

Open source library for training and deploying models on Amazon SageMaker.

Homepage: https://github.com/aws/sagemaker-python-sdk
Documentation: https://sagemaker.readthedocs.io/
Licenses: Apache Software License
Latest release: 2.237.3 (published about 1 year ago)
Last Synced: 2025-01-14T12:44:42.040Z (about 1 year ago)
Versions: 635
Dependent Packages: 66
Dependent Repositories: 687
Downloads: 22,415,827 Last month
Docker Downloads: 2,285,008
Rankings:
- Downloads: 0.046%
- Dependent packages count: 0.261%
- Dependent repos count: 0.462%
- Docker downloads count: 0.683%
- Average: 0.879%
- Forks count: 1.658%
- Stargazers count: 2.166%
Maintainers (1)
- awsml
Advisories:

conda-forge.org: sagemaker

Homepage: https://github.com/aws/sagemaker-python-sdk/
Licenses: Apache-2.0
Latest release: 2.75.1 (published almost 4 years ago)
Last Synced: 2025-10-01T07:58:48.695Z (4 months ago)
Versions: 5
Dependent Packages: 2
Dependent Repositories: 2
Rankings:
- Forks count: 5.02%
- Stargazers count: 9.367%
- Average: 13.569%
- Dependent packages count: 19.607%
- Dependent repos count: 20.28%

conda-forge.org: sagemaker-python-sdk

Homepage: https://github.com/aws/sagemaker-python-sdk/
Licenses: Apache-2.0
Latest release: 2.109.0 (published over 3 years ago)
Last Synced: 2025-10-01T07:57:15.961Z (4 months ago)
Versions: 122
Dependent Packages: 0
Dependent Repositories: 2
Rankings:
- Forks count: 5.025%
- Stargazers count: 9.377%
- Dependent repos count: 20.28%
- Average: 21.574%
- Dependent packages count: 51.614%

Dependencies

tests/data/marketplace/iris/Dockerfile docker

public.ecr.aws/ubuntu/ubuntu 18.04 build

tests/data/multimodel/container/Dockerfile docker

public.ecr.aws/ubuntu/ubuntu 22.04 build

doc/requirements.txt pypi

docutils ==0.15.2
jinja2 <3.1
packaging ==20.9
schema ==0.7.5
sphinx ==3.1.2
sphinx-rtd-theme ==0.5.0

requirements/extras/feature-processor_requirements.txt pypi

pyspark ==3.3.1
sagemaker-feature-store-pyspark-3.3 *

requirements/extras/local_requirements.txt pypi

PyYAML >=5.4.1,<7
docker >=5.0.2,<7.0.0
urllib3 >=1.26.8,<1.26.15

requirements/extras/scipy_requirements.txt pypi

scipy ==1.10.1

requirements/extras/test_requirements.txt pypi

Jinja2 ==3.0.3 test
PyYAML ==6.0 test
apache-airflow ==2.7.1 test
apache-airflow-providers-amazon ==7.2.1 test
attrs >=23.1.0,<24 test
awslogs ==0.14.0 test
black ==22.3.0 test
cloudpickle ==2.2.1 test
contextlib2 ==21.6.0 test
coverage >=5.2,<6.2 test
docker >=5.0.2,<7.0.0 test
fabric ==2.6.0 test
flake8 ==4.0.1 test
mock ==4.0.3 test
pandas >=1.3.5,<1.5 test
pyspark ==3.3.1 test
pytest ==6.2.5 test
pytest-cov ==3.0.0 test
pytest-rerunfailures ==10.2 test
pytest-timeout ==2.1.0 test
pytest-xdist ==2.4.0 test
pyvis ==0.2.1 test
requests ==2.31.0 test
sagemaker-experiments ==0.1.35 test
sagemaker-feature-store-pyspark-3.3 * test
scikit-learn ==1.3.0 test
scipy ==1.10.1 test
stopit ==1.1.2 test
tox ==3.24.5 test
urllib3 >=1.26.8,<1.26.15 test

requirements/tox/doc8_requirements.txt pypi

Pygments ==2.15.0
doc8 ==0.10.1

requirements/tox/docstyle_requirements.txt pypi

pydocstyle ==6.1.1

requirements/tox/flake8_requirements.txt pypi

flake8 ==4.0.1
flake8-future-import ==0.4.6

requirements/tox/mypy_requirements.txt pypi

mypy ==0.942

requirements/tox/pydocstyle_requirements.txt pypi

pydocstyle ==6.1.1

requirements/tox/pylint_requirements.txt pypi

astroid ==2.4.2
pylint ==2.6.2

requirements/tox/spelling_requirements.txt pypi

pyenchant ==3.2.2
pylint ==2.6.2

requirements/tox/twine_requirements.txt pypi

twine ==3.8.0

setup.py pypi

tests/data/dummy_code_bundle_with_reqs/requirements.txt pypi

stepfunctions * test

tests/data/dummy_requirements.txt pypi

fake-requirement-for-unit-tests ==1.0.0 test

tests/data/huggingface_byoc/requirements.txt pypi

datasets <=2.12.0 test
transformers <=4.28.1 test

tests/data/pipeline/model_step/pytorch_mnist/requirements.txt pypi

scipy >=1.8.1 test

tests/data/remote_function/non_existent_requirements.txt pypi

does_not_exist * test

tests/data/remote_function/old_deps_requirements.txt pypi

pandas ==1.3.4 test

tests/data/remote_function/requirements.txt pypi

scipy ==1.10.1 test

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