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

aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow

Last synced: about 1 month ago

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 7 years ago)
Default Branch: master
Last Pushed: 2024-11-04T17:40:37.000Z (about 2 months ago)
Last Synced: 2024-11-05T22:03:45.857Z (about 2 months ago)
Topics: aws, huggingface, machine-learning, mxnet, python, pytorch, sagemaker, tensorflow
Language: Python
Homepage: https://sagemaker.readthedocs.io/
Size: 144 MB
Stars: 2,104
Watchers: 137
Forks: 1,137
Open Issues: 326
Metadata Files:
- Readme: README.rst
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS

Owner metadata:

Name: Amazon Web Services
Login: aws
Email:
Kind: organization
Description:
Website: https://amazon.com/aws
Location: Seattle, WA
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/2232217?v=4
Repositories: 386
Last Synced at: 2023-04-09T04:55:29.170Z
Profile URL: https://github.com/aws
Sponsor URL:

Committers metadata

Last synced: about 2 months ago

Total Commits: 3,865
Total Committers: 487
Avg Commits per committer: 7.936
Development Distribution Score (DDS): 0.718

Commits in past year: 528
Committers in past year: 104
Avg Commits per committer in past year: 5.077
Development Distribution Score (DDS) in past year: 0.792

Name	Email	Commits
ci	ci	1088
Lauren Yu	6****u	314
Karim Nakad	k**d@a**m	91
Chuyang	c**g@g**m	88
icywang86rui	i**i@g**m	81
evakravi	6****i	78
Mufaddal Rohawala	8****a	62
Eric Johnson	6****e	60
Nadia Yakimakha	3****a	59
qidewenwhen	3****n	57
yangaws	3****s	50
Ajay Karpur	a**r@a**m	50
Marcio Vinicius dos Santos	m**p@g**m	49
Kalyani Nikure	1****e	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	34
Miyoung	m**9@g**m	34
sagemaker-bot	s**t@a**m	31
Dan	c**k@g**m	31
Eric Slesar	3****s	28
Erick Benitez-Ramos	1****c	28
jerrypeng7773	5****3	27
Navin Soni	n**9@g**m	26
Dan	c**n@a**m	24
Dana Benson	3****s	23
Payton Staub	s**a@g**m	22
Namrata Madan	n**n@g**m	20
dependabot[bot]	4****]	20
and 457 more...

Issue and Pull Request metadata

Last synced: about 1 month ago

Package metadata

Total packages: 3
Total downloads:
- pypi: 26,638,526 last-month
Total docker downloads: 2,285,008
Total dependent packages: 68 (may contain duplicates)
Total dependent repositories: 691 (may contain duplicates)
Total versions: 732
Total maintainers: 1
Total advisories: 2

pypi: 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: 2.220.0 (published 7 months ago)
Last Synced: 2024-10-29T10:52:27.385Z (about 2 months ago)
Versions: 605
Dependent Packages: 66
Dependent Repositories: 687
Downloads: 26,638,526 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:
- sagemaker-python-sdk vulnerable to Deserialization of Untrusted Data
- sagemaker-python-sdk Command Injection vulnerability

conda: sagemaker

Homepage: https://github.com/aws/sagemaker-python-sdk/
Licenses: Apache-2.0
Latest release: 2.75.1 (published almost 3 years ago)
Last Synced: 2024-10-29T18:42:43.044Z (about 2 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: sagemaker-python-sdk

Homepage: https://github.com/aws/sagemaker-python-sdk/
Licenses: Apache-2.0
Latest release: 2.109.0 (published over 2 years ago)
Last Synced: 2024-10-29T18:42:38.981Z (about 2 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