amazon-sagemaker-examples
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aws
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
*Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating the PR....
…nd deploying ensemble for inference time using Conda *Issue #, if available:* Description of changes: Initial commit of two part notebook example. First example shows training of XGBoost model using...
*Issue #, if available:* *Description of changes:* Added Forecast and DeepAR examples *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these...
**Link to the notebook** Amazon_JumpStart_Semantic_Segmentation.ipynb **What aspects of the notebook can be improved?** Show viewing training metrics - IOU vs epochs **What are your suggestions?** This is shown in the...
**Link to the notebook** Segmentation jump start **What aspects of the notebook can be improved?** Please provide example `class_label_to_prediction_index.json` contents **What are your suggestions?** It is one cell addition and...
*Issue #, if available:* *Description of changes:* Moved Amazon SageMaker Clarify notebooks to the common location. Added dependencies to a requirements.txt *Testing done:* Run the notebooks. ## Merge Checklist _Put...
*Description of changes:* - Update callback step notebook as per recent sdk changes - Fix existing issues Note: This PR only fixes the code bugs of this notebook and make...
Let is assume I have a dataset with 3 independent valiables/predictors/features. So far I used code along those lines successfully: ``` hyperparameters = { 'max_depth': '10', 'num_round': '100', 'objective': 'count:poisson'...
*Issue #, if available:* *Description of changes:* The template uses an `execution_role` obtained in: `role = sagemaker.get_execution_role()` The used method already [returns the whole arn](https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/session.py#L4666-L4667) *Testing done:* ## Merge Checklist...
Add tracker example of logging epoch based metrics via Tracker.
