aws/sagemaker-experiments

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Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.

Stars: 129
Forks: 36
Open beginner issues: 0
Indexed issues: 19

Dominant language: Python
License: Apache-2.0
Last GitHub push: May 17, 2023
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

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19 open issues indexed

Fix the issue where the SDK is unable to load trail-component for jobs with mix-case names Open

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

aws/sagemaker-experiments#187 · Opened May 2, 2023
Tracker.load() does not work when using sagemaker pipeline Open

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

aws/sagemaker-experiments#174 · 1 comment · Opened Dec 6, 2022
Set tags for TrialComponent when creating it using the Tracker class Open

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

aws/sagemaker-experiments#171 · 2 reactions · Opened Nov 9, 2022
Trial Component: Failed to retrieve model package details. Open

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

aws/sagemaker-experiments#170 · 4 comments · Opened Nov 2, 2022
Training metrics not being recorded in Sagemaker Experiments Open

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

aws/sagemaker-experiments#169 · Opened Oct 28, 2022
Sign Release Step Failing - Preventing New Versions from Going to PyPi Open

aws/sagemaker-experiments#167 · 1 comment · 1 assignee · Opened Sep 14, 2022
Installation copies an init file into site-packages Open

aws/sagemaker-experiments#165 · 1 assignee · Opened Aug 3, 2022
Uninstalling seems to remove all of site-packages directory Open

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

aws/sagemaker-experiments#152 · Opened Feb 17, 2022
Why is sagemaker-experiments not included in all SageMaker Studio images? Open

aws/sagemaker-experiments#150 · 1 comment · 1 assignee · Opened Jan 14, 2022
Add method to log custom visualizations in `Tracker` Open

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

aws/sagemaker-experiments#149 · 1 comment · 3 reactions · Opened Dec 23, 2021
[Feature] Add plots for regression Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/sagemaker-experiments#148 · 2 reactions · Opened Dec 14, 2021
Allow specifying display names for trials and experiments Open

Difficulty 2/5 1-3 hours Newbie friendliness 50/100

aws/sagemaker-experiments#143 · 1 reaction · Opened Sep 28, 2021
Tracking Non SageMaker Workload Open

enhancement

aws/sagemaker-experiments#142 · 5 comments · 1 reaction · 1 assignee · Opened Sep 27, 2021
[Feature] Track source code, diff between runs Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

aws/sagemaker-experiments#141 · Opened Sep 1, 2021
[Feature] Log image directory snapshots Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

aws/sagemaker-experiments#140 · Opened Sep 1, 2021
R support Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

aws/sagemaker-experiments#139 · 2 reactions · Opened Sep 1, 2021
Training job as a trial component is not accessible/visible in Sagemaker Studio pane Open

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

aws/sagemaker-experiments#136 · 1 comment · Opened Aug 17, 2021
Merge with SageMaker Python SDK Open

enhancement

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

aws/sagemaker-experiments#102 · 2 comments · 5 reactions · Opened Sep 24, 2020
Log metrics outside sagemaker studio Open

enhancement

aws/sagemaker-experiments#72 · 4 comments · 10 reactions · 1 assignee · Opened Apr 28, 2020

aws/sagemaker-experiments

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