mnist-mlops-learning VS opyrator

Compare mnist-mlops-learning vs opyrator and see what are their differences.

mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits (by zademn)
Fastapi Machine Learning Streamlit mlflow Mlops
Source Code
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opyrator

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more. (by ml-tooling)
Fastapi Streamlit Pydantic Python Microservices Serverless Faas Functions python-functions Machine Learning Deployment type-hints
Source Code
opyrator-playground.mltooling.org
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mnist-mlops-learning opyrator
2 8
99 3,018
- 0.1%
0.0 0.0
over 2 years ago 9 days ago
Python Python
- MIT License
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mnist-mlops-learning

Posts with mentions or reviews of mnist-mlops-learning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-26.

opyrator

Posts with mentions or reviews of opyrator. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-26.

What are some alternatives?

When comparing mnist-mlops-learning and opyrator you can also consider the following projects:

lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

streamlit-pydantic - 🪄 Auto-generate Streamlit UI from Pydantic Models and Dataclasses.

Media-Recommendation-Engine - A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

odmantic - Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints

MLflow - Open source platform for the machine learning lifecycle

celery - Distributed Task Queue (development branch)

fastapi-redis-cache - A simple and robust caching solution for FastAPI that interprets request header values and creates proper response header values (powered by Redis)

streamlit-webrtc-example - Real time video and audio processing examples with Streamlit and streamlit-webrtc

pydantic-to-typescript - CLI Tool for converting pydantic models into typescript definitions

sqlmodel - SQL databases in Python, designed for simplicity, compatibility, and robustness.

libsa4py - LibSA4Py: Light-weight static analysis for extracting type hints and features

component-template - Templates and example code for creating Streamlit Components

mnist-mlops-learning vs lightning-hydra-template opyrator vs streamlit-pydantic mnist-mlops-learning vs Media-Recommendation-Engine opyrator vs odmantic mnist-mlops-learning vs MLflow opyrator vs celery opyrator vs fastapi-redis-cache opyrator vs streamlit-webrtc-example opyrator vs pydantic-to-typescript opyrator vs sqlmodel opyrator vs libsa4py opyrator vs component-template