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Python drawer

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A collection of curated Python resources from trustworthy sources.

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Deep Learning From Scratch II: Perceptrons - deep ideas
http://www.deepideas.net/deep-learning-from-scratch-ii-perceptrons/

Deep Learning From Scratch II: Perceptrons - deep ideas

This is part 2 of a series of tutorials, in […]

3 views07:00

selectors — I/O Multiplexing Abstractions — PyMOTW 3
https://pymotw.com/3/selectors/

3 views07:01

A Complete Beginner's Guide to Django - Part 1
https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html

Simple is Better Than Complex

A Complete Beginner's Guide to Django - Part 1

I'm starting today a new tutorial series about the Django fundamentals. It's a complete beginner's guide to start learning Django. The material is divided in 7 parts. We're going to explore all the...

2 views04:34

JSON Serialization in Python using serpy
https://www.twilio.com/blog/2017/08/json-serialization-in-python-using-serpy.html

JSON Serialization in Python using serpy

Learn to serialize JSON object in Python using the Serpy library.

6 views04:35

Another Keras Tutorial For Neural Network Beginners - dashee87.github.io
https://dashee87.github.io/data%20science/deep%20learning/python/another-keras-tutorial-for-neural-network-beginners/

dashee87.github.io

Another Keras Tutorial For Neural Network Beginners

This post hopes to promote some good practices for beginners aiming to build neural networks in Keras

7 views04:37

Machine Learning Fundamentals: Predicting Airbnb Prices
https://www.dataquest.io/blog/machine-learning-tutorial/

Python Machine Learning Tutorial: Predicting Airbnb Prices – Dataquest

Learn about machine learning in Python and build your very first ML model from scratch to predict Airbnb prices using k-nearest neighbors.

7 views04:37

http://www.techbeamers.com/essential-python-tips-tricks-programmers/

Python: 30 Programming Tips & Tricks

Welcome! If you’re looking for super cool Python tips and coding snippets to reuse, you’ve come to the right place. Discover the 30 hottest Python tips and tricks, perfect for coders at both basic and…

3 views04:47

https://www.dataquest.io/blog/making-538-plots/

How to Generate FiveThirtyEight Graphs in Python – Dataquest

Impressed by the graphs on popular site FiveThirtyEight? This quick tutorial gets you started making your own eye-catching visualizations.

2 views06:06

http://www.b-list.org/weblog/2017/sep/05/how-python-does-unicode/

2 views06:06

http://catswhisker.xyz/log/2017/9/7/a_first_excercise_in_natural_language_processing_with_python_counting_hapaxes/

catswhisker.xyz

A First Exercise in Natural Language Processing with Python: Counting Hapaxes

A tutorial on simple NLP tasks with Python which serves as an introduction to the NLTK and spaCy libraries.

2 views06:06

https://dbader.org/blog/python-ctypes-tutorial#.

Extending Python With C Libraries and the “ctypes” Module – dbader.org

An end-to-end tutorial of how to extend your Python programs with libraries written in C, using the built-in “ctypes” module.

2 views06:06

https://www.chrisbarra.xyz/posts/let-me-introduce-slots/

Christian Barra

Let me introduce: __slots__ • Christian Barra

The featherweight version of a Python class

3 views06:07

https://nvbn.github.io/2017/09/10/airports-graph/

Building a graph of flights from airport codes in tweets

A lot of people (at least me) tweet airports codes like PRG ✈ AMS
before flights. So I thought it will be interesting to draw a
directed graph of flights and airports. Where airports are nodes
and ...

3 views06:07

https://benbernardblog.com/the-tale-of-creating-a-distributed-web-crawler/

The Tale of Creating a Distributed Web Crawler

In this post, you'll find out how I built and scaled a distributed web crawler, and especially how I dealt with the technical challenges that ensued.

3 views06:07

https://www.youtube.com/watch?v=Q6W-mZY4Wuo

Ethical Hacking with Python and Kali linux

3 views21:51

https://blog.sicara.com/keras-tutorial-content-based-image-retrieval-convolutional-denoising-autoencoder-dc91450cc511

Keras Tutorial: Content Based Image Retrieval Using a Convolutional Denoising Autoencoder

This article is a keras tutorial that demonstrates how to create a CBIR system on MNIST dataset. Our CBIR system will be based on a convolutional denoising autoencoder.

3 views21:51

https://blog.sicara.com/profile-surgical-time-tracking-python-db1e0a5c06b6

Surgical Time Tracking in Python

How to profile your python code to improve performance

3 views21:51

https://medium.com/@suci/running-pyspark-on-jupyter-notebook-with-docker-602b18ac4494

Running PySpark on Jupyter Notebook with Docker

It is much much easier to run PySpark with docker now, especially using an image from the repository of Jupyter.

5 views21:51

https://mike.place/2017/python-pyenv/

Setting up Python on a Unix machine (with pyenv and direnv) - mike.place

This post is about how to set up multiple Python versions and environments on a development machine (and why I don’t use conda).If you need only a single version each of Python 2 and Python 3 then this approach may be overkill, even if you’re planning to…

5 views21:51

Intro to Graph Optimization with NetworkX in Python (Article)
https://www.datacamp.com/community/tutorials/networkx-python-graph-tutorial#gs.4M6JloQ

DataCamp Community

Python NetworkX for Graph Optimization Tutorial

Learn graph optimization in Python NetworkX. Follow our step-by-step tutorial and solve the Chinese Postman Problem today!

3 views13:32