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Python Weekly

Welcome to issue 515 of Python Weekly. Let's get straight to the links this week.

News

Join the PyCon US 2022 team!
Want to play a pivotal role in the planning and success of PyCon US? Here’s your chance!

IEEE Spectrum's Top Programming Languages 2021
Python dominates as the de facto platform for new technologies.

Articles, Tutorials and Talks

Building Search Functionality With Python, Flask, and Elasticsearch

This is presented in four parts: Introduction to web applications and how to build a search feature, Adding search functionality and implementing synonyms, curations, and relevance, Dockerizing and deploying in a cloud, Collecting logs and traces to better understand the application's performance.

Django React Boilerplate
Learn how to bundle Django and React and code a full-stack boilerplate using this modern stack - with free samples.

A Streamlit Dashboard for the Alpaca API Algo Trading Platform
How to use the Alpaca API, Python and Streamlit to collect data on your trades and provide some brief financial statistics.

Best Practices for Flask API Development
Learn how to design and build REST APIs with Python and Flask following best practices.

Cooperative package management for Python
A longstanding tug-of-war between system package managers and Python's own installation mechanisms (primarily pip, but there are others) looks on its way to being resolved—or at least regularized. PEP 668 ("Graceful cooperation between external and Python package managers") has been created to provide ways for the two types of package installation to work together, rather than at cross-purposes at times.

labml.ai Annotated PyTorch Paper Implementations
This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations, and the website renders these as side-by-side formatted notes

Create 3D objects and animations in Blender with Python API
Did you know that you could program in Blender to automatically create 3D objects and animations? In this post, you will see that with less than a hundred lines of Python, we can create a basic procedural solar system with dynamic and randomized meshes, materials and animation!

Ploomber: Maintainable and Collaborative Pipelines in Jupyter
Ploomber is an open-source framework that allows teams to develop maintainable pipelines in Jupyter.

Neural Search with Jina AI | Open-source ML Tool Explained

Writing a Kubernetes Validating Webhook using Python

Build a REST API with FastAPI and SQLModel

Interesting Projects, Tools and Libraries

rclip
AI-Powered Command-Line Photo Search Tool.

TTS
TTS is a library for advanced Text-to-Speech generation. It's built on the latest research, was designed to achieve the best trade-off among ease-of-training, speed and quality.

LazyRemote
A web-app/remote for when you're feeling lazy while streaming content.

praudio
Audio preprocessing framework for Deep Learning audio applications.

requests-cache
requests-cache is a transparent, persistent cache for the python requests library. It can substantially improve performance and reduce network traffic, making it an ideal companion for almost any application using requests.

NeuralDB
Database Reasoning Over Text project for ACL paper.

mpire
A Python package for easy multiprocessing, but faster than multiprocessing.

gradsflow
An open-source AutoML Library in PyTorch.

skybison
Instagram's experimental performance oriented greenfield implementation of Python.

Bunnybook
A tiny social network (for bunnies), built with FastAPI and React+RxJs.

BatchQL
GraphQL security auditing script with a focus on performing batch GraphQL queries and mutations.

New Releases

Python 3.9.7 and 3.8.12 are now available

Django bugfix release: 3.2.7

Upcoming Events and Webinars

Virtual: Austin Python Meetup September 2021
There will be following talks

FastAPI - A new and exciting Python web development framework
xonsh : I don't remember how to write a for loop in Bash

Virtual: PyData PDX September 2021
There will be a talk, Combining the DNA of Pandas and NumPy: Weather Forecasting using XArray.

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