https://morioh.com/p/e854b5356d83?f=5c21fb01c16e2556b555ab32
感谢作者Brooke Giles的分享,整理的非常好
[C] 纯文本查看 复制代码 Natural Language Processing (2):
NLTK ► manipulate strings
[url=https://www.nltk.org/]https://www.nltk.org/[/url]
FlashText ► replace keywords in sentences or extract keywords from sentences
[url=https://pypi.org/project/flashtext/]https://pypi.org/project/flashtext/[/url]
Computer Vision (2):
OpenCV ► computer vision/ image processing
[url=https://opencv.org/]https://opencv.org/[/url]
SimpleCV ► computer vision
[url=http://simplecv.org/]http://simplecv.org/[/url]
GUI (3):
Tkinter ► GUI
[url=https://docs.python.org/3/library/tkinter.html]https://docs.python.org/3/library/tkinter.html[/url]
wxPython ► GUI toolkit
[url=https://wxpython.org/]https://wxpython.org/[/url]
PyQt ► GUI toolkit
[url=https://pypi.org/project/PyQt5/]https://pypi.org/project/PyQt5/[/url]
Game (2):
Pygame ► writing video games mainly
[url=https://www.pygame.org/]https://www.pygame.org/[/url]
Pyglet ► 3d animation and game creation engine
[url=http://pyglet.org/]http://pyglet.org/[/url]
Web (6):
Requests ► HTTP library/Web
[url=https://requests.readthedocs.io/en/master/]https://requests.readthedocs.io/en/master/[/url]
Scrapy ► webscraping
[url=https://scrapy.org/]https://scrapy.org/[/url]
BeautifulSoup ► parsing/webscraping [url=https://www.crummy.com/software/BeautifulSoup/bs4/doc/]https://www.crummy.com/software/BeautifulSoup/bs4/doc/[/url]
Zappa ► server-less application on API Gateway and Amazon Web Services Lambda
[url=https://github.com/Miserlou/Zappa]https://github.com/Miserlou/Zappa[/url]
Django ► web framework
[url=https://www.djangoproject.com/]https://www.djangoproject.com/[/url]
Flask ► web framework
[url=https://flask.palletsprojects.com/en/1.1.x/]https://flask.palletsprojects.com/en/1.1.x/[/url]
Data Science (5):
Pandas ► data-science
[url=https://pandas.pydata.org/]https://pandas.pydata.org/[/url]
Matplotlib ► 2-dimensional graphs and plots
[url=https://matplotlib.org/]https://matplotlib.org/[/url]
Plotly ► similar to matplotlib
[url=https://plotly.com/python/]https://plotly.com/python/[/url]
Bokeh ► data visualization library [url=https://docs.bokeh.org/en/latest/index.html]https://docs.bokeh.org/en/latest/index.html[/url]
SQLAlchemy ► Database Abstraction
[url=https://www.sqlalchemy.org/]https://www.sqlalchemy.org/[/url]
Math (3):
Numpy ► advance math functionalities
[url=https://numpy.org/]https://numpy.org/[/url]
SciPy ► library of algorithms and mathematical tools [url=https://www.scipy.org/]https://www.scipy.org/[/url]
SymPy ► algebraic evaluation, differentiation, expansion, complex numbers
[url=https://www.sympy.org/en/index.html]https://www.sympy.org/en/index.html[/url]
Machine Learning (8):
Keras ► deep neural networks
[url=https://keras.io/]https://keras.io/[/url]
Tensorflow ► develop, train and design deep learning models [url=https://www.tensorflow.org/]https://www.tensorflow.org/[/url]
PyTorch ► machine learning
[url=https://pytorch.org/]https://pytorch.org/[/url]
Scikit-Learn ► ML
[url=https://scikit-learn.org/stable/]https://scikit-learn.org/stable/[/url]
Imbalanced-learn ► ML
[url=https://pypi.org/project/imbalanced-learn/]https://pypi.org/project/imbalanced-learn/[/url]
Theano ► deep learning library
[url=http://deeplearning.net/software/theano/]http://deeplearning.net/software/theano/[/url]
LightGBM ► machine learning
[url=https://github.com/microsoft/LightGBM]https://github.com/microsoft/LightGBM[/url]
Eli5 ► machine learning
[url=https://pypi.org/project/eli5/]https://pypi.org/project/eli5/[/url]
Other (9):
Twisted ► network application develop
[url=https://pypi.org/project/Twisted/]https://pypi.org/project/Twisted/[/url] (website down)
IPython ► completion, history, shell capabilities, and a lot more
[url=https://ipython.org/]https://ipython.org/[/url]
Pillow ► images/Python Imaging Library
[url=https://python-pillow.org/]https://python-pillow.org/[/url]
Poetry ► manage python packaging and dependencies
[url=https://python-poetry.org/]https://python-poetry.org/[/url]
Gensim ► natural library processing library
[url=https://radimrehurek.com/gensim/]https://radimrehurek.com/gensim/[/url]
Pywin32 ► Interact with Windows
[url=https://github.com/mhammond/pywin32]https://github.com/mhammond/pywin32[/url]
Kivy ► Mobile Apps
[url=https://kivy.org/#home]https://kivy.org/#home[/url]
Pendulum ► date and time
[url=https://pendulum.eustace.io/]https://pendulum.eustace.io/[/url]
Loguru ► python logging
[url=https://github.com/Delgan/loguru]https://github.com/Delgan/loguru[/url]
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