~ 文章, Blog, 教程...

How to take advantage of spaCy & a bit of Cython for blazing fast NLP

There is an excellent presentation of how the modern GIL performs thread scheduling, but unfortunately, it lacks some interesting details (at least for me). I was trying to understand all the details of the GIL, and it took me some time to fully understand it from the CPython's source code. So here is a simplified algorithm of the thread scheduling that is taken from CPython 3.7 and rewritten from C to pure Python for those, who are trying to understand all the details.


PyPy 已经作过了?


When writing tests (unit and/or functional), one of the goal is to cover all edge-cases. DDT is a great way to write such tests; here is how to do so in Python and Django.

I recently came across PEP 572, which is a proposal for adding assignment expressions to Python 3.8 from Chris Angelico, Tim Peters and Guido van Rossum himself! I decided to check it out and see what an assignment expression was. The idea is actually quite simple. The Python core developers want a way to assign variables within an expression using the following notation.


实现很简单,但是, 想确保追加到语法后不引发其它问题,太难...


We’ve just uploaded mypy 0.610 to the Python Package Index (PyPI). Mypy is an optional static type checker for Python. This release includes new features, bug fixes and library stub (typeshed) updates.

From bare-bones to full-blown, learn which edition of Python is best for your machine learning projects.

How django-carrot uses PyPRI to store and distribute development build?


简单说,上 PyPRI 也是墙外的服务...


Religious festival of all football followers?—?FIFA World Cup 2018,has just began in Russia.This month long prestigious sports bonanza will be celebrated across the globe till it’s mega finale scheduled on 15th July.

Let’s see a very simple example to determine sentiment Analysis in Python using TextBlob.

In this article, we’re going to build a simple sentiment analysis platform using Flask, a lightweight web application framework. Our platform will be able to classify a movie review as either positive or negative. We’ll use the IMDB dataset to build a simple sentiment analysis model, save it, and host it on Heroku. We’ll use Gunicorn to serve our model.


~ 包/模块/库/片段...

Takes in a GIF, short video, or a query to the Tenor GIF API and converts it to animated ASCII art. Animation and color support are performed using ANSI escape sequences.


基于: Tenor


256 Colors Supported

py3 only...


Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

Gets the sentiment of YouTube comments


所以, 次级内容也开始被分析重视了; 目测因为变成了广告阵地?


  • glad
    • 33 Stars, 0 Fork

Global-Locally Self-Attentive Dialogue State Tracker




Repo for most of CV problems, such as image classification, object detection, pose estimation, segmentation, and so on.


PyTorch 对机器视觉的一系列嗯哼


A collections of awesome fintech stuff.

(( ̄▽ ̄):

来自 财报妹


Boilerplate project for creating sophisticated command line applications using the Click library in Python


基于 出品的 click 快速完成实用工具


nonoCAPTCHA - defeating Google's reCAPTCHA one step at a time


8osnqnvmm6211.gif(GIF 图像,1597x982 像素) - 缩放 (77%)

略帬... )

Deep neural network for python in 200 LOCs




A Twitter bot that archives tweets on demand.




Deep Semantic Matching Models

  • FAP
    • 6 Stars, 0 Fork

Feature Analysis Pipeline

A local Hadoop cluster bootstrapper using Vagrant, Ansible, and Ambari.


很久没见 Hadoop 生态链新工具了..


A way to organise what you eat each week based on a database of food products




( ̄▽ ̄)

30 Amazing Python Projects for the Past Year (v.2018) 其中有几个国货,也都超过 1000+星了...

<- Qix-/better-exceptions: Pretty and useful exceptions in Python, automatically. 效果惊艳...



大妈的多重宇宙 - YouTube

点击注册~> 获得 100$ 体验券: DigitalOcean Referral Badge

订阅 substack 体验古早写作:
Zoom.Quiet’s Chaos42 | Substack

关注公众号, 持续获得相关各种嗯哼:


**2021.01.11** 因大妈再次创业暂停定期开设, 转换为预约触发:
  • + 任何问题, 随时邮件提问可也: