I Numerical Computation

. numpy . scipy . pandas

II Data Visualization

. Matplotlib . seaborn . ggplot . bokeh . plotly . pygal . geoplotlib . missingno

III Web Development

. Django . Socket . Flask . Twisted . Tornado

IV Database Management

. MySOL-python (MySQLdb) . mysqlclient . PyMySQL . SQLAlchemy

V Automated Operations and Maintenance

. jumpsever . Magedu . CMDB

VI GUI Programming

. Tkinter . wxPython . PyQt . PySide

VII Machine Learning

. Scikit-Learn . Orange3 . XGBoost . NuPIC . Milk

VIII Deep Learning

. Caffe . Theano . TensorFlow . Keras

IX IO

. PyInputPlus, stdiomask, PySimpleValidate . pynput . pyautogui . keyboard & mouse . cv2(Opencv)

X Crawler

. urllib3 . requests . lxml . fake-useragent . bs4(BeautifulSoup) . grab . pycurl . httplib2 . RoboBrowser . MechanicalSoup . mechanize . socket . Unirest for Python . hyper . PySocks . treq . aiohttp . curl_cffi

XI Files

. pypdf (处理 pdf 区别 . openpyxl (处理 excel 文件) . PyYAML (处理 yaml 文件) . et-xmlfile (处理 xml 文件) . pefile (处理 PE 文件)

XII Graphic

. altgraph . pillow

XIII Other

. pyinstaller . setuptools . pywin32-ctypes (windows API) . six (兼容 python 2 与 python 3) . jmcomic . pygame . cffi (兼容 c 语言) . charset-normalizer, idna . narwhals . pycparser (提取 c 语言代码结构树) . pycryptodome (加密) . pygame

X IV Init

. packaging . pip . os . sys . commonX . re (正则表达式)