opyrator
Microservice generator
Automates conversion of machine learning code into production-ready microservices with web API and GUI.
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
3k stars
48 watching
157 forks
Language: Python
last commit: 4 months ago
Linked from 1 awesome list
deploymentfaasfastapifunctionsmachine-learningmicroservicespydanticpythonpython-functionsserverlessstreamlittype-hints
kelvins/awesome-mlopsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 gradio-app/gradio | Enables rapid creation and deployment of web applications for machine learning models and functions using Python | 34,557 |
 pycaret/pycaret | An automation tool for machine learning workflows in Python | 9,026 |
 instructor-ai/instructor | A Python library that simplifies working with structured outputs from large language models | 8,551 |
 gokumohandas/made-with-ml | Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications | 37,816 |
 unstructured-io/unstructured | A toolkit for building custom machine learning pipelines from unstructured data | 9,452 |
 trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
 pyinfra-dev/pyinfra | A tool that transforms Python code into shell commands to manage and deploy infrastructure across various environments such as servers, Docker containers, and local machines. | 3,966 |
 mljar/mercury | Converts Jupyter Notebooks to interactive web applications with customizable widgets and re-execution of cells on change. | 4,071 |
 fastapi/fastapi | A modern Python framework for building high-performance RESTful APIs | 78,676 |
 holoviz/panel | A powerful data exploration and web app framework that lets you build complex applications entirely in Python using popular visualization tools | 4,858 |
 ageron/handson-ml | A resource for learning machine learning with Python | 25,231 |
 optuna/optuna | A framework for automating and accelerating the optimization of machine learning hyperparameters | 11,082 |
 pysimplegui/pysimplegui | A Python GUI library that simplifies the development of desktop applications with a simple and intuitive interface. | 13,480 |
 plasma-umass/scalene | A high-performance Python profiler that analyzes CPU, GPU, and memory usage, providing detailed information and AI-powered optimization suggestions. | 12,274 |
 scaleapi/launch-python-client | A Python SDK for creating and managing machine learning services on Scale's Data Platform | 6 |