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GitHub / aws / sagemaker-python-sdk

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

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aws%2Fsagemaker-python-sdk

Stars: 2,043
Forks: 1,089
Open Issues: 280

License: apache-2.0
Language: Python
Repo Size: 146 MB
Dependencies: 64

Created: over 6 years ago
Updated: 14 days ago
Last pushed: 15 days ago
Last synced: 15 days ago

Commit Stats

Commits: 2994
Authors: 375
Mean commits per author: 7.98
Development Distribution Score: 0.707
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/aws/sagemaker-python-sdk

Topics: aws, huggingface, machine-learning, mxnet, python, pytorch, sagemaker, tensorflow

Files

Readme

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