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Read writing from Sebastián Ramírez on Medium. Creator of FastAPI and Typer. Dev at Exposion AI. APIs, Deep Learning/Machine Learning, full-stack distributed systems, SQL/NoSQL, Python, Docker, JS, TS, etc.Description. xlrd is a library for reading data and formatting information from Excel files, whether they are .xls or .xlsx files.
Streamlit co-founders Amanda Kelly, Thiago Teixeira and Adrien Treuille launched the company in 2019 to make app creation as easy as Python scripting. "We have obsessed over making this alchemy — from scripts to apps — as fast and joyful as possible," wrote Treuille in a blog post.
FastAPI is a modern, high-performance, batteries-included Python web framework that's perfect for building RESTful APIs. It can handle both synchronous and asynchronous requests and has built-in support for data validation, JSON serialization, authentication and authorization, and OpenAPI. Heavily inspired by Flask, it has a lightweight ...
FastAPI is a web framework for building APIs with Python 3.6 and its later versions based on standard Python-type hints. With this book, you'll be able to create fast and reliable data science API backends using practical examples. This book starts with the basics of the FastAPI framework and associated modern Python programming language concepts.
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- Streamlit is free to use, as is Streamlit for Teams, a single-click deployment solution for apps with built-in enterprise features like authentication, logging, and auto-scaling.
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- Once your command line is open, enter these commands: python --version pip --version. If the output for these commands includes a version number, Python is installed and available from the command line and you can proceed to the next step. Next, you'll need to install Flask. At the command line, type. pip install flask.
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Streamlit, meanwhile, is an application framework that makes it easy for data scientists and machine learning engineers to create powerful user interfaces that interact with machine learning models. Streamlit isn't production-ready yet. So, it's best for rapid prototyping. By serving up the model with FastAPI, you can quickly move to a ...