Python Weekly (Issue 476 November 26 2020)

Python Weekly - Issue 476

November 26, 2020

Python Weekly

Welcome to issue 476 of Python Weekly. Let's get straight to the links this week.

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Articles, Tutorials and Talks

This is the video you need if you're new to REST APIs or are having a hard time understanding the concepts and how to make one. We use Python, flask, SQLAlchemy, and SQLite in this video.

One reason Python is so usable is that you can find out precisely how anything works. We'll see how to find out how to use any module, even if it's not documented. Then we'll use ast and dis to minutely examine exactly how Python executes a very small program.

Learn how to write SaaS applications with Django and React from scratch.

High-quality API usage examples are computationally expensive to curate and maintain, and API usage examples retrieved from company-wide code search can be tedious to review. We present a tool, EG, that mines codebases and shows the common, idiomatic usage examples for API methods. EG was integrated into Facebook's internal code search tool for the Hack language and evaluated on open-source GitHub projects written in Python. 

Selenium 4 is driving a lot of curiosity as it follows a different architecture compared to its predecessor. In this post, we will see how to work with Python in Selenium 4.

Zapier is a no-code workflow automation tool that can be used to integrate apps and make them work together. In this article, we will look at how we can build a Zapier alternative using serverless technologies for free.

In this article, we explore how we can prepare a machine learning model for production and deploy it inside of a simple Web application.

Build professional REST APIs with Python, Flask, Flask-RESTful, and Flask-SQLAlchemy

SPONSORBuilding image pairs for siamese networks with PythonIn this tutorial you will learn how to build image pairs for training siamese networks. We’ll implement our image pair generator using Python so that you can use the same code, regardless of whether you’re using TensorFlow, Keras, PyTorch, etc.Understanding Python's logging libraryTaking a look at how Python's logging module gets around doing all the wonderful things it does.A Gentle Introduction to PyCaret for Machine LearningPyCaret is a Python open source machine learning library designed to make performing standard tasks in a machine learning project easy. It is a Python version of the Caret machine learning package in R, popular because it allows models to be evaluated, compared, and tuned on a given dataset with just a few lines of code.Advanced visualization tutorial with SeabornIn this visualization tutorial you will learn how to use the Seaborn library to create advanced plots. If you are familiar with basic line, scatter and histogram plots, then this tutorial could help upgrade your visualization skills.Building a time tracking SaaS using Django and Vue Learn how to build a time tracking SaaS from scratch using Django, Vue and Bulma CSS for the design.Making Python respect Docker memory limitsHow We Built Our Machine Learning MVP VimCharm: Approximating PyCharm on vimRandom Boolean Networks: (Using Python)Python Extensions with Rust and GoUsing Python's bisect moduleBooksIPython for Web DevsIn this book, we are going to explore the interactive shell via the command line that one would typically use in conjunction with Python web development, typically when working with a Django / Flask / Tornado / other Python web framework. We will concentrate on the features that will give you a significant boost in efficiency and usefulness. Interesting Projects, Tools and LibrariesReplicateVersion control for machine learning.aws-data-apiAWS Data API's offer you the ability to replace traditional database back ends for your applications with simple HTTP API's. They offer the speed, scalability, reliability, and security of a sophisticated NOSQL platform, but with zero coding and no servers to manage.Packet-SnifferA pure-Python Network Packet Sniffing tool.cookietempleA collection of best practice cookiecutter templates for all domains and languages with extensive Github support.create-ml-appTemplate Makefile for ML projects in Python.MycodoAn environmental monitoring and regulation system.quickpythonA retro interactive coding environment powered by Python and nostalgia.instance-watcherGet notified for Instances mistakenly left running across all AWS regions for specific AWS Account.Tez Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.JARMJARM is an active Transport Layer Security (TLS) server fingerprinting tool.gradslam gradslam is an open source differentiable dense SLAM library for PyTorch.FlaxFlax is a neural network ecosystem for JAX that is designed for flexibility.nanodetSuper fast and lightweight anchor-free object detection model. Only 1.8mb and run 97FPS on cellphone. 

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