PythonHub Logo Python Hub Weekly Digest for 2021-07-25

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💖 Most Popular

Analyzing Financial Data in Python
Exploring Financial Data in PythonContinue reading on Towards Data Science ...

pdfme, the most powerful library in python to create PDF documents

6 Cool Python Libraries That I Came Across Recently
Awesome Python libraries for Machine LearningContinue reading on Towards Data Science ...

Creating Joy Plots Using JoyPy
Using JoyPy for creating series of Stacked Histograms as Joy PlotsContinue reading on Towards Data ...

Developing a Timeseries Heatmap in Python Using Plotly
Using Plotly to create a heatmap visualization of monthly and hourly dataContinue reading on ...


📖 Articles

Easiest Way to Label Your Images in Python For Free
The image labelling process is in high demandContinue reading on Towards Data Science ...

PySpark Tutorial
Learn PySpark, an interface for Apache Spark in Python. PySpark is often used for large-scale data processing and machine learning.

Computational Fluid Dynamics using Python: Modeling Laminar Flow
Fluid Mechanics of a CrystallizerSolve the 2D Navier-Stokes equations using the finite difference ...

Closures in Python | Explained with animations

Building a Chess AI that Learns from Experience
WIth only knowledge of the rules of the game.Continue reading on Towards Data Science ...

What is PyTorch?
In this tutorial, you will learn about the PyTorch deep learning library, including: What ...

Demystifying boto3: How to Use Any AWS Service with Python
A deep dive into boto3 and how AWS built itContinue reading on Towards Data Science ...

6 Cool Python Libraries That I Came Across Recently
Awesome Python libraries for Machine LearningContinue reading on Towards Data Science ...

15 free & open-source data resources for your next data science project
A consolidated list of free datasets organized by different categories for beginners as well as ...

Easiest Way to Label Your Images in Python For Free
The image labelling process is in high demandContinue reading on Towards Data Science ...

Making Sense Of Settings
All Django apps need to be configured in order to run properly. In this article, we will dig into how Django lets you configure your project using a settings module. We'll also look at ways to be extra effective with settings.

What You Should Know About The Django User Model
The goal of this article is to discuss the caveats of the default Django user model implementation and also to give you some advice on how to address them.

Comical Data Visualization in Python Using Matplotlib
How to make comical visualizations in Matplotlib? Explained using a Netflix Movie and TV Show ...

Time Series Analysis From Scratch — Seeing The Big Picture
Part 1 of the Time Series from Scratch Series — Answering the big questions ...

A Natural Language Processing (NLP) Primer
Overview of common NLP tasks using PythonPhoto by Skylar Kang from PexelsNatural Language ...

A Simple HDR Implementation on OpenCV Python
Learn how to create a high dynamic range (HDR) image using Python and OpenCVContinue reading on ...

Spotiscience: A Tool for Data Scientists and Music Lovers
Spotiscience seeks to make it easy to download and predict data on Spotify’s musicPhoto by Matheus ...

Complete Glossary of Keras Neural Network Layers (with Code)
Learn the purpose and instantiation for Core layers, Pooling layers, Preprocessing layers, etc.

Apple Music Stream Data Analysis
Learn how to analyze your personal music streaming data from Apple Music.

Friendlier tracebacks in REPLs (including Jupyter)

Highly accurate protein structure prediction with AlphaFold
Nature has published the latest iteration of AlphaFold, a computational approach employing machine learning for predicting full-chain protein structure with high accuracy.

Top 3 Most Important Fourier Transforms in Python
This video delves into the libraries of sympy and scipy to take a look at Fourier analysis in python and looks specifically at 1. Fourier Transforms, 2. Fourier Series, and 3. The Discrete Fourier Transform.


⚙️ Projects

Pickora
A small compiler that can convert Python scripts to pickle bytecode.

icyAI
A project for which the author recreated the game Icy Tower in Python with Pygame and built an AI that learns how to play it.

shillelagh
Making it easy to query APIs via SQL.

abbr-cli
A command-line tool to look up abbreviations for terms (and the reverse).

Muler
A search engine for drug information built with Flask.



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