• 原文: Import Python Weekly Newsletter - Issue No 114
• 欢迎, 来 PyChina/weekly 共同翻译/增订/推荐 周刊 蠎消息 ;-)

该读

~ 文章, Blog, 教程...

• QueueLogger 和 Python JSON Logger
  • logging

Logging from multiple processes.

• 从文本中提取特征
  • machine learning

This is my first time writing blog post about anything Python related. I go over the differences and how to use CountVectorizer() and TfidfVectorizer() from sci-kit learn. I'd love to hear what you think.

(是也乎:

笔者说是第一篇 py 相关的嗯哼... )

• Python 周聊: Emoji: Revisited
  • video, emoji

Special guest Katie McLaughlin will answer your questions about emoji: unicode, compatibility, support, and more.

• 深层和层次隐式模型
  • tensorflow

As a practical example, we show how you can take any standard neural network and turn it into a deep implicit model: simply inject noise into the hidden layers. The hidden units in these layers are now interpreted as latent variables. Further, the induced latent variables are astonishingly flexible, going beyond Gaussians (or exponential families (Ranganath, Tang, Charlin, & Blei, 2015)) to arbitrary probability distributions. Deep generative modeling could not be any simpler!

(是也乎:

简单的说 tensorflow 都支持的 )

• Pythonistas 想要的定制杯子/配件
  • merchandise

Cool Coffee Mugs for Python Developers. Check it out.

(是也乎:

)

• Postmodern Error Handling 在 Python 3.6
  • python3, error handling

How to catch some TYPES of errors before they happen.

(是也乎:

后现代错误处理...눈_눈 )

• Pandas 和 Jeff Reback – Episode 98

  • podcast

• 使用Google幻灯片API添加文字和图形 - G 套件开发秀

  • video

Using Python API

(是也乎:

油管上的...当然的. 由陈姓大叔讲解... )

• Ned Batchelder: A tale of two exceptions, continued

  • exception handling

• How to Rotate Images in Python Using a Horizon Detection Algorithm

  • image processing

(是也乎:

每个月5000张免费使用...无法用在视频上哪... )

• Staffjoy 刚刚开源了
  • open source

Staffjoy is shutting down, so we are open-sourcing our code. This version of our V1, intended for on-demand companies and call centers, has been heavily modified so that Staffjoy customers may continue using the software.

• Prophet: 规模化预报
  • machine learning

Prophet is a procedure for forecasting time series data. It is based on an additive model where non-linear trends are fit with yearly and weekly seasonality, plus holidays. It works best with daily periodicity data with at least one year of historical data. Prophet is robust to missing data, shifts in the trend, and large outliers.

(是也乎:

基于时间序列的预警 )

• 一致性哈希环的简单解释
  • hash

Consistent hash rings are beautiful structures, yet often poorly explained. Implementations tend to focus on clever language-specific tricks, and theoretical approaches insist on befuddling it with math and tangents irrelevant.

(是也乎:

别的不说, 这图作的美...

)

• Async HTTP 在 PyPy3 上的基准测试

  • pypy

• PythonBuddy

  • editor Python Editor With Live Syntax Checking and Execution

(是也乎:

丑...

)

好物

~ 包/模块/库/片段...

• maxlorenz/Simple_NN
  • 38 Stars, 3 Fork

简单神经网络

• pass-rotate
  • 35 Stars, 2 Fork

用于轮换在线服务密码的工具和库

• rekognition_osx_tagfile
  • 34 Stars, 5 Fork

获取本地 OSX 目录的图像，并用 Amazon Rekognition 的 OSX 标记来标定

• facebook-bot
  • 25 Stars, 5 Fork

A basic python facebook-bot that can automate your likes and update status as desired interval of time. All you need to feed the data to the bot for the status. No API Developer key required.

(是也乎:

又一个 fb 机械人, 而且不需要开发接口令牌 )

• scaleable-crawler-with-docker-cluster
  • 17 Stars, 2 Fork

a scaleable and efficient crawelr with docker cluster , crawl million pages in 2 hours with a single machine

(是也乎:

2小时能爬100万视的小集群 )

• pmm
  • 17 Stars, 0 Fork

PyPi Mirror Manager

• podcastify
  • 4 Stars, 1 Fork

将 Medium 文章转换为音频文件

(是也乎:

基于 gTTS )

(￣▽￣)

~

是也乎

• 170303 Zoom.Quiet 42 分钟完成快译
• 170303 Zoom.Quiet 用时 7 分钟完成格式化.