PythonHub Logo Python Hub Weekly Digest for 2021-08-01

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💖 Most Popular

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

Learn Python by doing fun interactive exercises

5 Python Projects That You Can Complete Over The Weekend
List of projects for your portfolioContinue reading on Towards Data Science ...

Loan Analysis using Python
In this article, we will get an idea about how real business problems are solved using Exploratory ...

Functional “Control Flow” — Writing Programs without Loops
Functional “Control Flow” — Writing Programs without LoopsAn overview of functional programming ...


📖 Articles

Create Your Custom Python Package That You Can PIP Install From Your Git Repository
Share your self-built Python package using your git repo.Continue reading on Towards Data Science ...

How To Simulate Traffic On Urban Networks Using SUMO
A tutorial on advanced traffic simulations in complex urban networks using SUMO and pythonContinue ...

How do you use Lambda functions in Python?
A quick overview of the Syntax, Usage and Common errorsContinue reading on Towards Data Science ...

Python in Visual Studio Code – July 2021 Release
These are some of the notable changes introduced in this release:

Automate Email Sending with Python
The Definitive Snippets CollectionContinue 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 ...

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

Fast & Easy Python APIs Using FastAPI
One of the best python frameworks!Continue reading on Towards Data Science ...

How to Schedule Flights in Python
Assign Enough Airplanes while Minimizing the Cost using CVXPYContinue 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 ...

Facebook & Microsoft Data Scientist Coding Questions
Continue reading on Towards Data Science ...

Polar Heatmaps in Python with Matplotlib
Using matplotlib patches to build up something beautifulContinue reading on Towards Data Science ...

Show HN: Brython is an implementation of Python 3 running in the browser

Interactive Animated Visualization
Using AnimatPlot for Animating Graphs & PlotsContinue reading on Towards Data Science ...

Beautiful ideas in programming: generators and continuations
This post summarizes what the author has learned from an attempt to gain a deeper understanding of two important concepts in programming: Python’s generators and Scheme’s continuation.

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 ...

How To Simulate Traffic On Urban Networks Using SUMO
A tutorial on advanced traffic simulations in complex urban networks using SUMO and pythonContinue ...

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

Monitor your home's temperature and humidity with Raspberry Pis and Prometheus
Instrument a Prometheus application with Python on Raspberry Pis to collect temperature sensor data.

Facebook & Microsoft Data Scientist Coding Questions
Continue reading on Towards Data Science ...

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

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

Python and Apache Cassandra™ for Beginners
Learn how to connect Python to Cassandra and insert data with the Datastax ODBC driver, and use the ...

namedtuple in a post-dataclasses world
namedtuple has been around since forever, and over time, its convenience saw it used far outside its originally intended purpose. With dataclasses now covering part of those use cases, what should one use named tuples for? In this article, we take a look at exactly that, with a few examples from real code.

Maps with Django (part 2): GeoDjango, PostGIS and Leaflet
A quickstart guide to create a web map with the Python-based web framework Django using its module GeoDjango, the PostgreSQL database with its spatial extension PostGIS and Leaflet, a JavaScript library for interactive maps.


⚙️ Projects

MVT
MVT is a forensic tool to look for signs of infection in smartphone devices.

PIX
PIX is an image processing library in JAX, for JAX.



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