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该读

~ 文章, Blog, 教程…

  • 包的各种层次
    • packaging Packaging in Python has a bit of a reputation for being a bumpy ride. This is mostly a confused side effect of Python’s versatility. Once you understand the natural boundaries between each packaging solution, you begin to realize that the varied landscape is a small price Python programmers pay for using the most balanced, flexible language available. (是也乎:

PyPI is not an app store 对当前混乱的 py 库现状进行了洗地… )

  • algorithms 百天
    • algorithms Tomas is blogging an algorithm / data structure a day. Code in Python. (是也乎: 问题是算法的场景选择经验… )
  • Python 在 Visual Studio 2017 已经稳定
    • visualstudio Today we have released our next update to Visual Studio 2017, and it’s the one you’ve been waiting for. As of today, the Python development and Data Science and Analytical Applications workloads are stable and ready for production use.
  • 令牌游戏: 用 TDD 编写 Python 解释器
    • TDD In this series of posts I want to try an experiment. I want to guide you through the creation of a simple interpreter in Python using a pure TDD (Test-Driven Development) approach. The posts will be structured like a game, where every level is represented by a new test that I will add to the suite.
  • python-easter-eggs
    • easter_eggs Curated list of all the easter eggs and hidden jokes in Python. (是也乎: Python 中所有彩蛋的收集… )
  • Python 基础: 用 sets 来对比键位
    • keymap
  • A curated list of courses on Python
    • courses
  • Principle Component Analysis in Python
    • machine learning Principle component analysis (PCA) is an unsupervised statistical technique that is used for dimensionality reduction. It turns possible correlated features into a set of linearly uncorrelated ones called ‘Principle Components’. In this post we’ll be doing PCA on the pokemon data set. (是也乎: 对计算进行降维的技术框架 )
  • K-means 聚类在 Python
    • machine learning K-means clustering is a clustering algorithm that aims to partition nn observations into kk clusters.
  • 用 Python 和 GooPyCharts 构建图表
    • charting, google charts Last summer, I came across an interesting plotting library called GooPyCharts which is a Python wrapper for the Google Charts API. In this article, we will spend a few minutes learning how to use this interesting package. GooPyCharts follows syntax that is similar to MATLAB and is actually meant to be an alternative to matplotlib.
  • 用 Python 中的长时间内存网络进行多步时间序列预测
    • deep learning The Long Short-Term Memory network or LSTM is a recurrent neural network that can learn and forecast long sequences.
  • OnlineSchemaChange 支持 Python - By Facebook
    • mysql, migration, schema In 2010, Facebook open-sourced OnlineSchemaChange.php, a tool to perform MySQL schema changes while minimizing downtime. We are happy to announce that an improved version written in Python is now available on GitHub. (是也乎: Fb 的作品, 可以在最小时间里完成 MySQL 模型的迁移,现在可以上 py 了… )
  • 四大 Python 库支持构建友好的 CLI 界面
    • CLI In the second installment of a two-part series on terminal applications with great command-line UIs, we explore Prompt Toolkit, Click, Pygments, and Fuzzy Finder. (是也乎:

Prompt Toolkit, Click, Pygments, and Fuzzy Finder 没有一个内建库… )

好物

~ 包/模块/库/片段…

  • pocket-archive-stream
    • 631 Stars, 28 Fork Save an archived copy of all websites starred using Pocket. Outputs browseable html. (是也乎: pocket 基于 pocket 的再整理 )
  • flask-common
    • 89 Stars, 4 Fork A Flask extension with lots of common time-savers (file-serving, favicons, etc).
  • pdpipe
    • 74 Stars, 2 Fork Easy pipelines for pandas DataFrames. (是也乎: 基于 pandas DataFrames 的流式运算 )
  • dotter
    • 33 Stars, 0 Fork A small dotfile manager.
  • Chattie
    • 20 Stars, 4 Fork A framework for making bots in Python. Inspired by Hubot. (是也乎: Hubot 的 py 山寨 )
  • Reinforcement-learning-with-tensorflow
    • 14 Stars, 4 Fork Reinforcement learning tutorials.
  • vimapt
    • 7 Stars, 0 Fork A package manager for vim (VimApt => Vim’s Advanced Package Tools) (是也乎: Vim 的高级包管理器, 用 py 完成. )
  • python-license-checker
    • 4 Stars, 2 Fork A license checker for source code written in python (是也乎: 又一个许可扫描器 )
  • pyastro17-qt
    • 3 Stars, 0 Fork Qt tutorial at Python in Astronomy 2017 (是也乎: 天文学年会上的 PyQt 教程… )

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  • tankywoo/simiki
    • 657 Stars, 95 Fork Simiki is a simple wiki framework, written in Python. (是也乎: 知道创宇 成员私人作品 md 的静态维基 )

是也乎