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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
My Machine Learning Web Service
| Date | Stars |
|---|---|
| 2026-07-31 | 614 |
| 2026-08-03 | 614 |
| 2026-08-06 | 614 |
Today
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Momentum
0.0
growth rate 0.00%/day
# Deploy Machine Learning Models with Django This is a source code from the tutorial available at [deploymachinelearning.com](https://deploymachinelearning.com) This web service makes Machine Learning models available with REST API. It is different from most of the tutorials available on the internet: - it keeps information about many ML models in the web service. There can be several ML models available at the same endpoint with different versions. What is more, there can be many endpoint addresses defined. - it stores information about requests sent to the ML models, this can be used later for model testing and audit. - it has tests for ML code and server code, - it can run A/B tests between different versions of ML models. ## The code structure In the `research` directory there are: - code for training machine learning models on Adult-Income dataset [link](https://github.com/pplonski/my_ml_service/blob/master/research/train_income_classifier.ipynb) - code for simulating A/B tests [link](https://github.com/pplonski/my_ml_service/blob/master/research/ab_test.ipynb) In the `backend` directory there is Django application. In the `docker` directory there are dockerfiles for running the service in the container. ## Django + React Tutorial :books: I'm working on complete tutorial how to build SaaS (software as a Service) application with Django and React from scratch. The SaaS service will be for server uptime monitoring - it is available at [monitor-uptime.com](https://monitor-uptime.com). The tutorial is available at [SaaSitive website](https://saasitive.com/react-django-tutorial/).
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Piotr · @mljar · Poland
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Vitor Baptista · Brazil
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:3eb802c4b2890747, llm:Repository name 'my_ml_service' and description 'My Machine Learning Web Service' indicate it's a web service for ML. No topics or README provided.
matched fp:3eb802c4b2890747, llm:Repository name 'my_ml_service' and description 'My Machine Learning Web Service' indicate it's a web service for ML. No topics or README provided.
matched fp:3eb802c4b2890747, llm:Repository name 'my_ml_service' and description 'My Machine Learning Web Service' indicate it's a web service for ML. No topics or README provided.