Python drawer
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A collection of curated Python resources from trustworthy sources.
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Python drawer
32 subscribers
Python drawer
https://medium.com/python-learning-notes-those-cool-stuff/write-a-grid-notes-paper-generator-with-python-aaa4eac8b095
Medium
Write a grid notes paper generator with Python
The very first time when I use grid paper can be dated back three years ago when I was in BCG as a PTA. I found it’s very useful to draft…
Python drawer
https://medium.com/@dwernychukjosh/testing-models-with-django-using-pytest-and-factory-boy-a2985adce7b3
Medium
Testing Models with Django using Pytest and Factory Boy
Pytest and Factory Boy make a rad combo for testing Django Applications.
Python drawer
http://pbpython.com/pathlib-intro.html
Pbpython
Using Python’s Pathlib Module
Using python's pathlib module.
Python drawer
https://www.datasciencecentral.com/profiles/blogs/implementing-a-neural-network-from-scratch-in-python-an
Datasciencecentral
Implementing a Neural Network from Scratch in Python – An Introduction
This article was written by Denny Britz.
In this post we will implement a simple 3-layer neural network from scratch. We won’t derive all the math that’s requi…
Python drawer
https://hackernoon.com/3x-faster-than-flask-8e89bfbe8e4f
Hackernoon
3x faster than Flask | HackerNoon
Python has evolved since <a href="https://github.com/pallets/flask" target="_blank">Flask</a> was first released around 8 years ago, particularly with the introduction of asyncio. Asyncio has allowed for the development of libraries such as <a href="http…
Python drawer
https://sushant-choudhary.github.io/blog/2017/11/25/a-friendly-introduction-to-backrop-in-python.html
sushant-choudhary.github.io
A friendly Introduction to Backpropagation in Python | Sushant Choudhary
My aim here is to test my understanding of Karpathy’s great blog post “Hacker’s guide to Neural Networks” as well as of Python, to get a hang of which I rece...
Python drawer
https://blog.sentry.io/2017/11/14/evolving-our-rust-with-milksnake
Product Blog • Sentry
Evolving Our Rust With Milksnake
Sharing our new approach to using Rust in Python.
Python drawer
https://medium.com/@LeonFedden/comparative-audio-analysis-with-wavenet-mfccs-umap-t-sne-and-pca-cb8237bfce2f
Medium
Comparative Audio Analysis With Wavenet, MFCCs, UMAP, t-SNE and PCA
This post is on a project exploring an audio dataset in two dimensions. I cover some interesting algorithms such as NSynth, UMAP, t-SNE…
Python drawer
https://dbader.org/blog/python-mobile-development-kivy-vs-beeware#intro
dbader.org
Using Python for Mobile Development: Kivy vs BeeWare – dbader.org
Mobile application development on Android and iOS wasn’t Python’s strong suit in the past—but things might be changing…
Python drawer
https://github.com/sharkdp/shell-functools
GitHub
GitHub - sharkdp/shell-functools: Functional programming tools for the shell
Functional programming tools for the shell. Contribute to sharkdp/shell-functools development by creating an account on GitHub.
Python drawer
https://www.reddit.com/r/Python/comments/7fxp46/im_releasing_a_free_code_for_the_automate_the/
reddit
I'm releasing a free code for the "Automate the Boring... • r/Python
Use this link to sign up for the "Automate the Boring Stuff with Python" Udemy online course:...
Python drawer
https://www.reddit.com/r/Python/comments/7fltpi/the_one_thing_that_python_definitely_does_not/
reddit
"The one thing that Python definitely does not want to... • r/Python
139 points and 45 comments so far on reddit
Python drawer
http://blog.otoro.net/2017/10/29/visual-evolution-strategies/
大トロ ・ Machine Learning
A Visual Guide to Evolution Strategies
Python drawer
http://blog.otoro.net/2017/11/12/evolving-stable-strategies/
大トロ ・ Machine Learning
Evolving Stable Strategies
Python drawer
https://www.dataquest.io/blog/regular-expressions-data-scientists/
Dataquest
Tutorial: Python Regex (Regular Expressions) for Data Scientists
In this Python regex tutorial, learn how to use regular expressions and the pandas library to manage large data sets during data analysis.
Python drawer
https://distill.pub/2017/ctc/
Distill
Sequence Modeling with CTC
A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting recognition and other sequence problems.
Python drawer
https://medium.com/mlreview/our-nips-2017-learning-to-run-approach-b80a295d3bb5
Medium
Our NIPS 2017: Learning to Run approach
For 3 months, from July to 13 November, me and my friend Piotr Jarosik participated in the NIPS 2017: Learning to Run competition. In this…
Python drawer
https://www.pyimagesearch.com/2017/11/27/image-hashing-opencv-python/
PyImageSearch
Image hashing with OpenCV and Python - PyImageSearch
This tutorial covers how to perform image hashing and perceptual hashing using computer vision and image processing via OpenCV and Python.
Python drawer
https://blog.insightdatascience.com/entity2vec-dad368c5b830
Medium
Transform anything into a vector
entity2vec: Using cooperative learning approaches to generate entity vectors
Python drawer
https://medium.com/@charles_76959/deformation-layering-in-mayas-parallel-gpu-world-15c2e3d66d82
Medium
Deformation Layering in Maya’s Parallel GPU World
In TD chat the other day the topic of deformation layering came up, and I realized I hadn’t formalized anything I’ve worked on in the past…
