fake-s3
A lightweight server clone of Amazon S3 that simulates most of the commands supported by S3 with minimal dependencies (by jubos)
20220726_Databricks_Demo_Transfer_Learning_with_MLflow
We will go hands-on with an image classification demo using transfer learning, while leveraging MLflow to track our model experiments on Databricks (by feifeiwww)
| fake-s3 | 20220726_Databricks_Demo_Transfer_Learning_with_MLflow | |
|---|---|---|
| 3 | 1 | |
| 2,940 | 6 | |
| - | - | |
| 0.0 | 4.7 | |
| about 1 year ago | almost 2 years ago | |
| Ruby | Jupyter Notebook | |
| - | - |
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.
fake-s3
Posts with mentions or reviews of fake-s3.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-10.
- Where do I start to learn MLOPS?
-
How to handle cloud resources in your application while running localhost
Something like Localstack, some ruby gems like https://github.com/jubos/fake-s3
-
Userbase: tool to add end-to-end encrypted storage and authentication to an app in a few lines of code, 100% open source
Could also use FakeS3 in place of S3. S3 is used for file storage and optimizing database loading as databases grow, so Userbase isn't 100% reliant on it.
20220726_Databricks_Demo_Transfer_Learning_with_MLflow
Posts with mentions or reviews of 20220726_Databricks_Demo_Transfer_Learning_with_MLflow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-10.
-
Where do I start to learn MLOPS?
At FourthBrain we've recently been hosting a number of public events that try to help guide you step-by-step with code along the path of best practices in MLOps, including one with Hugging Face on end-to-end MLOps (GitLab code here) and one with Databricks on model version control with MLflow (GitHub code here).
What are some alternatives?
When comparing fake-s3 and 20220726_Databricks_Demo_Transfer_Learning_with_MLflow you can also consider the following projects:
LocalStack - 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
software-dev-for-mlops-101 - Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
userbase - Create secure and private web apps using only static JavaScript, HTML, and CSS.
mlops-zoomcamp - Free MLOps course from DataTalks.Club
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
Moto - A library that allows you to easily mock out tests based on AWS infrastructure.
fake-s3 vs LocalStack
20220726_Databricks_Demo_Transfer_Learning_with_MLflow vs software-dev-for-mlops-101
fake-s3 vs userbase
20220726_Databricks_Demo_Transfer_Learning_with_MLflow vs mlops-zoomcamp
fake-s3 vs Made-With-ML
20220726_Databricks_Demo_Transfer_Learning_with_MLflow vs Made-With-ML
fake-s3 vs Moto
fake-s3 vs mlops-zoomcamp
fake-s3 vs software-dev-for-mlops-101