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Python Weekly

Welcome to issue 497 of Python Weekly. Let's get straight to the links this week.

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PyOhio 2021 Call for Proposals
We're looking for talks on any topics of interest to Python users. The deadline to submit your proposal is 05-03-2021.

Articles, Tutorials and Talks

Using Python in Verification

A nice collection of talks outlining tools and methodologies aimed at using Python in chip design verification.

Practical SQL for Data Analysis
What you can do without Pandas.

Film simulations from scratch using Python
A is more about understanding LUTs and HaldCLUTs and writing methods from scratch to apply these LUTs to an image rather than coming up with CLUTs themselves from scratch.

Declarative Validation
This post provides some motivation for using declarative validation technique and then build a small library in Python implementing these ideas.

State of the Art AI implementation in Manufacturing — Part 1
A first part of the guide on implementing ML and AI solutions into manufacturing company. This guide can be applied to all types of factories and products, which generate structured data preferable stored in the databases.

Get Interactive plots directly with pandas.
A tutorial on creating Plotly and Bokeh plots directly with Pandas plotting syntax.

Data Structures For Python Developers (w/ Flask)

Learn about basic data structure concepts by building a Flask API with Python.

Deploying Python Flask microservices to AWS using open source tools

Build Machine Learning API with FastAPI

Using Pandas to create a Bitcoin model that sells at 20% from ATH

Beautiful Terminal Styling in Python With Rich

Some Ways that PyPy uses Graphviz

Interesting Projects, Tools and Libraries

QuickAI
QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

opyrator
Turns your Python functions into microservices with web API, interactive GUI, and more.

cryptos
Learn how to implement a pure Python implementation of Bitcoin from-scratch with zero-dependency.

Yayagram
A machine that helps our beloved elders to keep communicating with their grandchildren. It’s powered by a Raspberry Pi 4, runs on Python, and uses several third-party software libraries to tie everything together.

nbterm
Jupyter Notebooks in the terminal.

CryptoPortfolioTracker
Simple CLI tool to track your cryptocurrency portfolio in real time.

VideoGPT
Video Generation using VQ-VAE and Transformers.

secure.py
secure.py is a lightweight package that adds optional security headers for Python web frameworks.

tfquery
tfquery is a framework that allows running SQL queries on Terraform code. It's made to analyze your Terraform infrastructure, locate resources, run security compliance checks, spot misconfigured resources, develop CI benchmarks, and much more.

entity-embed
Entity Embed is a PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

PyUnity
A Python implementation of the Unity Engine that supports different types of windows.

Esparto
Esparto is a super minimal frontend web framework written in Python. Its primary use is for generating shareable single page documents with content from popular analytics and data science libraries.

Upcoming Events and Webinars

Virtual: PyData Triangle May 2021
There will be following talks

Interpretable Sequence Learning for Covid-19 Forecasting
Protecting Secrets using Adversarial Nets

Virtual: DFW Pythoneers Meetup May 2021

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