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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://github.com/chaostoolkit/chaostoolkit
GitHub
GitHub - chaostoolkit/chaostoolkit: Chaos Engineering Toolkit & Orchestration for Developers
Chaos Engineering Toolkit & Orchestration for Developers - chaostoolkit/chaostoolkit
Python drawer
https://github.com/renatoosousa/GeneticAlgorithmForFeatureSelection
GitHub
GitHub - renatoosousa/GeneticAlgorithmForFeatureSelection: Search the best feature subset for you classification mode
Search the best feature subset for you classification mode - renatoosousa/GeneticAlgorithmForFeatureSelection
Python drawer
https://github.com/indrajithi/genquest
GitHub
GitHub - indrajithi/genquest: Automatic question generation by using NLP
Automatic question generation by using NLP. Contribute to indrajithi/genquest development by creating an account on GitHub.
Python drawer
https://github.com/TheatreOfVision/cinembers
GitHub
TheatreOfVision/cinembers
cinembers - Generating numbers from movies, one movie at a time.
Python drawer
https://realpython.com/flask-connexion-rest-api/
Realpython
Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 1 – Real Python
In this three-part tutorial series, you'll create a RESTful API from scratch to keep track of people and notes using the Flask web framework. You'll also test your API with Swagger UI API documentation. In part one, you'll build the foundation of your note…
Python drawer
http://blog.lerner.co.il/python-parentheses-primer/
Reuven Lerner
Python parentheses primer
Python drawer
http://blog.adnansiddiqi.me/getting-started-with-apache-kafka-in-python/
Adnan's Random bytes
Getting started with Apache Kafka in Python
Learn the basics of Kafka and write a sample distributed application in Python.
Python drawer
http://www.blog.pythonlibrary.org/2018/06/05/creating-pdfs-with-pyfpdf-and-python/
Mouse Vs Python
Creating PDFs with fpdf2 and Python - Mouse Vs Python
ReportLab is the primary toolkit that I use for generating PDFs from scratch. However, I have found that there is another one called fpdf2. The fpdf2 package is actually a port of the “Free”-PDF package that was written in PHP. Note: PyFPDF is now dead. This…
Python drawer
https://lwn.net/Articles/756192/
lwn.net
Advanced computing with IPython
If you use Python, there's a good chance you have heard of IPython, which provides an enhanced read-eval-print
loop (REPL) for Python. But there is more to IPython than just a more
convenient REPL. Today's IPython comes with integrated libraries that turn…
Python drawer
https://matthewrocklin.com/blog//work/2018/05/27/beyond-numpy
Python drawer
https://www.youtube.com/watch?v=v9YwegSFyKI
YouTube
how to create ai for videogames: googles dino-ai
Awesome to have you here. Let's code.
🖥️
🎧
Learn how to create a video game AI using a convolutional neural network to play Google's Dinosaur run and other v...
Python drawer
https://www.pythonforthelab.com/blog/implementing-threads-for-measurements/
Python For The Lab
Implementing Threads for Measurements
Choose between threads and processes for your experiments
Python drawer
https://testdriven.io/developing-a-single-page-app-with-flask-and-vuejs
testdriven.io
Developing a Single Page App with Flask and Vue.js
The following is a step-by-step walkthrough of how to set up a basic CRUD app with Vue and Flask.
Python drawer
https://www.dataquest.io/blog/data-retrieval-and-cleaning/
Dataquest
Data Retrieval and Cleaning: Tracking Migratory Patterns
Advancing your skills is an important part of being a data scientist. When starting out, you mostly focus on learning a programming language, proper use
Python drawer
https://realpython.com/python-itertools/
Real Python
Python itertools By Example – Real Python
Master Python's itertools module by building practical examples with batched(), pairwise(), groupby(), and more, and learn to think iteratively.
Python drawer
https://www.toptal.com/opencv/python-image-processing-in-computational-photography
Toptal
Intro to Python Image Processing in Computational Photography
Computational photography is about enhancing the photographic process with computation. While we normally tend to think that this applies only to post-processing the end result (similar to photo editing), the possibilities are much richer since computation…
Python drawer
https://medium.com/nanonets/topic-modeling-with-lsa-psla-lda-and-lda2vec-555ff65b0b05
Medium
Topic Modeling with LSA, PLSA, LDA & lda2Vec
From matrix factorization to deep learning
Python drawer
https://medium.com/@auxyz/creating-a-cryptocoin-price-ticker-with-django-2-0-part-one-2b628deb85d9
Medium
Creating a Cryptocoin Price Ticker with Django 2.0 — Part One
We’re going to create a simple cryptocoin price ticker page using Django 2.0, Celery, Redis and Channels. You don’t need experience with…
Python drawer
https://www.vinta.com.br/blog/2018/understanding-time-series-forecasting-python/
www.vinta.com.br
Understanding Time Series Forecasting with Python - Vinta Blog
Let’s start with time series: they're everywhere. From stock markets, to weekly company sales, to speech recognition. But what are they?
Python drawer
http://www.dataschool.io/best-practices-with-pandas/
Data School
Best practices with pandas (video series)
At the PyCon 2018 conference, I presented a tutorial called "Using pandas for Better (and Worse) Data Science". Through a series of exercises, I demonstrated best practices with pandas to help students become more fluent at using pandas to answer data science…