amazon-sagemaker-examples
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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
**Describe the bug** I'm trying to run a training experiment on sagemaker by using the newly added TabTransformer/AutoGluon-tabular algorithms. When the training starts it raises an exception "FileNotFoundError: [Errno 2]...
**Link to the notebook** [https://github.com/aws/amazon-sagemaker-examples/blob/main/reinforcement_learning/bandits_recsys_movielens_testbed/bandits_movielens_testbed.ipynb](https://github.com/aws/amazon-sagemaker-examples/blob/main/reinforcement_learning/bandits_recsys_movielens_testbed/bandits_movielens_testbed.ipynb) **Describe the bug** The notebook uses an [hardcoded image URI](https://github.com/aws/amazon-sagemaker-examples/blob/45a9c967e917c20b243c82f2771fff4d7e9d3f7a/reinforcement_learning/bandits_recsys_movielens_testbed/bandits_movielens_testbed.ipynb?short_path=9d6777c#L299) . THis is unnecessary, and prevents running the notebook in regions different than `us-west-2`. The...
I build a dockerfile for knn and pushed it to ECR. I am trying to create a Sagemaker endpoint. There is an error while I try to create the endpoint....
This message occurs now that the default branch has been renamed to "main", but your clone is still attempting to pull from "master". To resolve this issue, run the following...
*Issue #, if available:* N/A *Description of changes:* This adds a new notebook. The notebook demonstrates SageMaker Autopilot with Neo4j graph feature engineering. *Testing done:* This notebook runs manually. It...
**Describe the bug** I am deploying an ensemble of an NLP model. While running the code specified, I get this error: ``` Unable to initialize shared memory key 'triton_python_backend_shm_region_2' to...
**Link to the notebook** https://github.com/aws/amazon-sagemaker-examples/blob/master/sagemaker-inference-recommender/inference-recommender.ipynb **Describe the bug** After scheduling the Job, It failed with following error INVALID_INPUT : 1. Model (owned by the customer in the container) returned 4xx...
please address this issue. if a sagemaker endpoint deployment hits a resource limit, it gets stuck forever and there is no option to delete it: https://stackoverflow.com/questions/65678237/sagemaker-endpoint-stuck-at-creating
**Describe the bug** I import my data from Athena, then add a new custom data transform. As soon as I click on the "Custom transform" option, the error occurs with...
*Issue #, if available:* N/A/ *Description of changes:* Moving Clarify Up to top of subcategory *Testing done:* Yes ## Merge Checklist _Put an `x` in the boxes that apply. You...
