Top 7 Python python-type Projects
FastAPI framework, high performance, easy to learn, fast to code, ready for productionProject mention: How to Build a Machine Learning Demo in 2022 | dev.to | 2022-01-16
The goal of the back end is to act as a wrapper for a model so that it can be queried via HTTP requests from the front end, something referred to as model serving. In order to do so, one would typically use a web framework. For a long time, Flask was the standard for Python-based web frameworks, and is indeed still very popular. However, FastaAPI is quickly becoming the new favorite, thanks to impressive performance and native support for asynchronous operations. This article is a good starting point to understand how a simple model can be deployed using FastAPI, while this tutorial provides a complete overview of all the steps required to serve a PyTorch model with GPU support.
Python dictionaries with advanced dot notation accessProject mention: Box – Python dictionary with dot notation | news.ycombinator.com | 2021-12-17
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Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python 3.6 and above with performance auto-tuning. Optionally with Alpine Linux.Project mention: Please share or link to a FastApi tutorial with VM or containerized webserver | reddit.com/r/FastAPI | 2021-12-03
There is a prepackaged docker image using uvicorn/gunicorn from the same guy who made fastapi. Read me should be enough for you to get going. https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker Also be worth reading offical docs on doing this yourself too. https://fastapi.tiangolo.com/uk/deployment/docker/
Flexible Python configuration system. The last one you will ever need.Project mention: Nicest and cleanest Deep Learning codebases out there | reddit.com/r/deeplearning | 2021-01-22
Thanks for sharing this, this is probably the best thing here. What makes Hydra really cool is the config system, which is done using OmegaConf (https://github.com/omry/omegaconf), and I especially enjoy the option of defining the configs using Python Data Classes.
Async ODM (Object Document Mapper) for MongoDB based on python type hintsProject mention: Question about database design (Mongodb+Odmantic) | reddit.com/r/learnpython | 2021-04-15
Hi I made a web scrapper which fetches some products from online shopping website and insert them in mongo database using odmantic.
A simple YAML transpiler for rendering Kubernetes manifests using python type-hints.Project mention: Show HN: Gybe – Render Kubernetes manifests with Python type hints | news.ycombinator.com | 2021-02-21
Make mypy more effectiveProject mention: typeforce: Make mypy more effective | reddit.com/r/madeinpython | 2021-06-09
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Python python-types related posts
What are some of the best open-source python-type projects in Python? This list will help you:
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