aws/sagemaker-scikit-learn-container

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Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http://scikit-learn.org/stable/)

Stars: 188
Forks: 121
Open beginner issues: 0
Indexed issues: 24

Dominant language: Python
License: Apache-2.0
Last GitHub push: Jul 14, 2026
Latest indexed: Sep 14, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

24 open issues indexed

Urgent response needed: Boto3 and Botocore end of support April 2026 Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

aws/sagemaker-scikit-learn-container#259 · 1 comment · Opened Jan 16, 2026
Python 3.8 Instead of Python 3.9 Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aws/sagemaker-scikit-learn-container#249 · 5 comments · Opened Sep 9, 2025
Outdated Pandas Version Causing Package Conflicts Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aws/sagemaker-scikit-learn-container#241 · 2 comments · 2 reactions · Opened Apr 3, 2025
Framework Update Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

aws/sagemaker-scikit-learn-container#232 · 6 reactions · Opened Jan 21, 2025
Deserves an update since v1.2-1 of February 2023 (nearly 2 years ago) Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

aws/sagemaker-scikit-learn-container#229 · 1 comment · 1 reaction · Opened Dec 13, 2024
cant use pandas > 2.0 in sagemaker sklearn container Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aws/sagemaker-scikit-learn-container#203 · 1 reaction · Opened May 4, 2024
Can't install sagemaker library due to incompatibilities Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#200 · Opened Feb 1, 2024
Upgrade Pandas from 1.1.3 Open

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

aws/sagemaker-scikit-learn-container#195 · 3 reactions · Opened Nov 22, 2023
Python 3.8 incurs challenges for development workflows Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

aws/sagemaker-scikit-learn-container#194 · 1 reaction · Opened Nov 21, 2023
Upgrade to scikit-learn version 1.3 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#181 · 1 comment · 8 reactions · Opened Jul 31, 2023
Update boto3 version Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aws/sagemaker-scikit-learn-container#171 · 1 comment · Opened Apr 6, 2023
Failure to use correct version of Sklearn Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aws/sagemaker-scikit-learn-container#170 · Opened Mar 28, 2023
Invalid Response Headers Set for Non MME Inference Scenario Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#149 · Opened Nov 10, 2022
Batch size bug with batch of one using aws_sagemaker.invoke_endpoint Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#145 · Opened Oct 10, 2022
Update of numpy to version 1.21.0 causing conflict with pyarrow version Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#106 · 3 comments · Opened Mar 29, 2022
Unable to fetch R library for rpy2 because of IMAGE Digest change Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aws/sagemaker-scikit-learn-container#97 · 2 comments · Opened Jan 12, 2022
Can't extend docker image Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#90 · Opened Oct 11, 2021
Unable to build image locally Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

aws/sagemaker-scikit-learn-container#84 · 1 comment · Opened Aug 19, 2021
Container unable to find inference.py Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

aws/sagemaker-scikit-learn-container#77 · 6 comments · Opened Apr 8, 2021
Sagemaker sklearn custom code “ValueError: could not convert string to float” Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aws/sagemaker-scikit-learn-container#70 · Opened Mar 9, 2021
Add s3fs to requirements Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aws/sagemaker-scikit-learn-container#56 · 2 comments · Opened Sep 2, 2020
Dperecated sagemaker-containers package causes conflicts with Python 3.7 Open

Difficulty 1/5 Under an hour Newbie friendliness 40/100

aws/sagemaker-scikit-learn-container#47 · 1 comment · Opened Jun 14, 2020
Add support for transform_fn Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

aws/sagemaker-scikit-learn-container#40 · Opened May 4, 2020
add support for recordio and sparse matrices Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aws/sagemaker-scikit-learn-container#10 · 3 comments · 2 reactions · Opened Apr 30, 2019

aws/sagemaker-scikit-learn-container

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