ml-lineage-helper
A wrapper around SageMaker ML Lineage Tracking extending ML Lineage to end-to-end ML lifecycles, including additional capabilities around Feature Store groups, queries, and other relevant artifacts. (by aws-samples)
sagemaker-multi-model-endpoint-tensorflow-computer-vision
In this repo, we show how to host two computer vision models trained using the TensorFlow framework under one SageMaker multi-model endpoint. (by aws-samples)
ml-lineage-helper | sagemaker-multi-model-endpoint-tensorflow-computer-vision | |
---|---|---|
1 | 1 | |
14 | 9 | |
- | - | |
10.0 | 10.0 | |
over 2 years ago | about 3 years ago | |
Python | Jupyter Notebook | |
Apache License 2.0 | MIT No Attribution |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ml-lineage-helper
Posts with mentions or reviews of ml-lineage-helper.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-17.
-
Sagemaker Model deployment and Integration
Refer the notebook https://github.com/aws-samples/ml-lineage-helper/blob/main/examples/example.ipynb for more details.
sagemaker-multi-model-endpoint-tensorflow-computer-vision
Posts with mentions or reviews of sagemaker-multi-model-endpoint-tensorflow-computer-vision.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-17.
-
Sagemaker Model deployment and Integration
Refer the notebook https://github.com/aws-samples/sagemaker-multi-model-endpoint-tensorflow-computer-vision/blob/main/multi-model-endpoint-tensorflow-cv.ipynb to understand how we can deploy this/. Refer the blog https://aws.amazon.com/blogs/machine-learning/save-on-inference-costs-by-using-amazon-sagemaker-multi-model-endpoints/
What are some alternatives?
When comparing ml-lineage-helper and sagemaker-multi-model-endpoint-tensorflow-computer-vision you can also consider the following projects:
notebooks - Notebooks using the Hugging Face libraries 🤗