PythonHub Logo Python Hub Weekly Digest for 2019-09-01

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đź’– Most Popular

google / python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Replacing Excel with Python

eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

How to Deploy a Machine Learning Model
Creating a production-ready API with FastAPI + Uvicorn

Let’s Build A Web Server. Part 1.
Out for a walk one day, a woman came across a construction site and saw three men working. She ...

đź“– Articles

Extracting data from various sheets with Python

Flask API Quickstart Application with JSON Web Tokens, SQLAlchemy and Pytest
I created a sample Flask application that shows how to create HTTP API with authentication provided ...

Best Python practices for Data Scientists
Let’s see some industry standards for production-level code.

Finding N Largest(Smallest) items in Python with Heapq
By Lenin Mishra Let’s look at this list. x = [1, 3, 7, 21, -90, 67, 42, 12] Now we want to ...

MicroPython and the Internet of Things, Part V: Temperature and Humidity
In this chapter I'm going to show you how to work with a temperature and humidity sensor. If you ...

Guide to R and Python in a Single Jupyter Notebook

Steps to Proficiency in Any Programming Language
Seven steps to proficiency, from being an active…

Data Preprocessing in Python
for Machine Learning with working code example…

Building an Image Hashing Search Engine with VP-Trees and OpenCV
In this tutorial, you will learn how to build a scalable image hashing search engine using OpenCV, ...

End To End Python Implementation Of Finding Optimised Efficient Investment Portfolios

5 reasons to learn Python in 2019
By Lenin Mishra Sections covered Why did I learn python? What can you expect here? Why should you ...

Easier Python paths with pathlib
by Reuven M. Lerner A look at ...

Which Programming Language Should Data Scientists Learn First?
R, Python, SQL or something else?

Unsupervised Machine Learning Approaches for Outlier Detection in Time Series, using Python

Build Your Own Internet Radio Receiver
by Nick Tufillaro Tune in to ...

Hosting Flask servers on Firebase from scratch
Firebase Hosting is more than static files. Learn how…

Getting Started with Jupyter Notebook for Python
By Paritosh Gupta Jupyter Notebook is a web application that allows you to create and share ...

Debugging Python programs
There are different ways to debug Python programs, from printing information to the console using ...

Python's Mypy: Callables and Generators
by Reuven M. Lerner Learn how ...

The role of Mathematics and Statistics to become a Data Scientist
My Short Story

Python Open Source of the Month (v.Aug 2019)

Measuring Python code complexity with wily
It is good to have some idea about our code complexity. This is especially true for large codebases ...

Jupyter Lab: Evolution of the Jupyter Notebook
All good things (must) come to an end to make way for…

Sensing the Air Quality
A low-cost IoT Air Quality Monitor based on RaspberryPi 4

Cohort Analysis with Python
Or how to visualize your customer retention — a code-along guide

How to create a production-ready Recommender System
We saw many things every day on the internet. But…

An AI Wizard of Words
by Marcel Gagné A look at using ...

DNA Geometry with cadnano
by Joey Bernard This article ...

Finding product alternatives at Picnic

Visualizing A Neural Machine Translation Model (Mechanics of Seq2seq Models With Attention)
Translations: Chinese (Simplified), Korean Watch: MIT’s Deep Learning State of the Art lecture ...

A Visual And Interactive Look at Basic Neural Network Math
In the previous post, we looked at the basic concepts of neural networks. Let us now take another ...

⚙️ Projects

dwyl / english-words
đź“ť A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding

pfnet / optuna
A hyperparameter optimization framework

đź‘ľ Reddits

Python 2 is dying, so fix your code NOW, says “British NSA”

I created a python script that can (technically) play videos inside of the terminal!

A Guide to Excel Spreadsheets in Python With openpyxl – Real Python

Recoding flappy bird in python with pygame

My little project

"Excellent Python Programmers wanted, numpties need not apply"

Layers on layers on layers

Don't waste your money with Nathan K. Scott book

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