Python Weekly (Issue 506 July 1 2021)

Python Weekly - Issue 506

July 01, 2021

Python Weekly

Welcome to issue 506 of Python Weekly. Let's get straight to the links this week.

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A weekly newsletter featuring the best hand curated news, articles, tutorials, talks, tools and libraries etc for programmers.

News

GitHub Copilot is a new AI-powered pair programmer that collaborates with human programmers and suggests new functions or lines of code supporting a broad set of frameworks and languages including Python.

Articles, Tutorials and Talks

Rendering a table with data in a Flask template is a relatively simple task when the table is short, but can be incredibly hard for larger tables that require features such as sorting, pagination and searching. This article shows you how to integrate the dataTables.js library in your templates, which will allow you to create fully featured tables with ease!

In this tutorial, we will use Python and OpenSea API to download and analyze the transactions related to Meebits. We will start in section 1 with a short introduction to NFTs, Larva Lab, and Meebits. In section 2, we will cover how to download Meebits transactions using python and OpenSea API, and we will analyze the data with the goal of understanding sales trends and the behavior of some of the sellers and owners of Meebits.

Learn Django for a career in back-end development.  This Django tutorial teaches you everything you need to get started.

This post introduces a new concept for Python developers: typeclasses. It is a concept behind a new dry-python library called classes.

Take a tour of Python’s functools module and learn how to use its higher-order functions to implement caching, overloading and much more.

Learn how to deploy PyTorch models on iOS devices with Torchscript and build a mobile App in Swift to do image classification.

Interesting Projects, Tools and Libraries

A CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc.

Transpiles some Python into human-readable Golang.

Hide your scrapers IP behind the cloud. Provision proxy servers across different cloud providers to improve your scraping success.

A high performance and fast Python microservice framework (RPC + PubSub)

A trusty face recognition research platform. It provides a high-performance distributed training framework and releases our efficient methods implementation.

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

A Collaborative Repository of Natural Language Transformations.

New Releases

Upcoming Events and Webinars

There will be following talks

  • Streamyard-like web streaming with Python

  • Show and Tell: GetServiceBell.com

We will talk about the Basics of Machine Learning: Some definitions, model training and testing, evaluation metrics and ML problem types: Regression, Classification and Clustering. Then we will go through a hands-on ML application on “Pima Indians Diabetes Prediction” project.

There will be following talks

  • RMaking N Populations Work in 1 Model Architecture

  • Contextual Bandits for Pricing

  • Offline metrics for Recommendation systems

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