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Nächste Überarbeitung 		Vorhergehende Überarbeitung
playground:pythonlibraries [2024/07/24 20:55]
47.128.62.138 alte Version wiederhergestellt (2023/10/13 10:18) 		playground:pythonlibraries [2025/03/27 12:38] (aktuell)
47.128.30.160 alte Version wiederhergestellt (2023/10/13 14:03)
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   - ⚬ Httpx: https://github.com/encode/httpx   - ⚬ Httpx: https://github.com/encode/httpx
   - ⚬ Python-dotenv: https://saurabh-kumar.com/python-dotenv/   - ⚬ Python-dotenv: https://saurabh-kumar.com/python-dotenv/
 +
 +=== older List of TOP 40 LIBRARIES: ===
 +
 +Natural Language Processing (2):
 +NLTK ► manipulate strings 
 +https://www.nltk.org/
 +FlashText ► replace keywords in sentences or extract keywords from sentences 
 +https://pypi.org/project/flashtext/
 +
 +Computer Vision (2):
 +OpenCV ► computer vision/ image processing 
 +https://opencv.org/
 +SimpleCV ► computer vision 
 +http://simplecv.org/
 +
 +GUI (3):
 +Tkinter ► GUI 
 +https://docs.python.org/3/library/tki...
 +wxPython ►  GUI toolkit 
 +https://wxpython.org/
 +PyQt ► GUI toolkit 
 +https://pypi.org/project/PyQt5/
 +
 +Game (2):
 +Pygame ► writing video games mainly 
 +https://www.pygame.org/
 +Pyglet ► 3d animation and game creation engine 
 +http://pyglet.org/
 +
 +Web (6):
 +Requests ► HTTP library/Web 
 +https://requests.readthedocs.io/en/ma...
 +Scrapy ► webscraping 
 +https://scrapy.org/
 +BeautifulSoup ► parsing/webscraping https://www.crummy.com/software/Beaut...
 +Zappa ► server-less application on API Gateway and Amazon Web Services Lambda 
 +https://github.com/Miserlou/Zappa
 +Django ► web framework 
 +https://www.djangoproject.com/
 +Flask ► web framework 
 +https://flask.palletsprojects.com/en/...
 +
 +Data Science (5):
 +Pandas ► data-science 
 +https://pandas.pydata.org/
 +Matplotlib ► 2-dimensional graphs and plots 
 +https://matplotlib.org/
 +Plotly ► similar to matplotlib 
 +https://plotly.com/python/
 +Bokeh ► data visualization library https://docs.bokeh.org/en/latest/inde...
 +SQLAlchemy ► Database Abstraction 
 +https://www.sqlalchemy.org/
 +
 +Math (3):
 +Numpy ► advance math functionalities 
 +https://numpy.org/
 +SciPy ► library of algorithms and mathematical tools https://www.scipy.org/
 +SymPy ► algebraic evaluation, differentiation, expansion, complex numbers 
 +https://www.sympy.org/en/index.html
 +
 +Machine Learning (8):
 +Keras ► deep neural networks 
 +https://keras.io/
 +Tensorflow ► develop, train and design deep learning models https://www.tensorflow.org/
 +PyTorch ► machine learning 
 +https://pytorch.org/
 +Scikit-Learn ► ML 
 +https://scikit-learn.org/stable/
 +Imbalanced-learn ► ML 
 +https://pypi.org/project/imbalanced-l...
 +Theano ► deep learning library
 +http://deeplearning.net/software/theano/
 +LightGBM ► machine learning
 +https://github.com/microsoft/LightGBM
 +Eli5 ► machine learning
 +https://pypi.org/project/eli5/
 +
 +Other (9):
 +Twisted ► network application develop
 +https://pypi.org/project/Twisted/ (website down)
 +IPython ► completion, history, shell capabilities, and a lot more
 +https://ipython.org/
 +Pillow ► images/Python Imaging Library
 +https://python-pillow.org/
 +Poetry ► manage python packaging and dependencies
 +https://python-poetry.org/
 +Gensim ► natural library processing library
 +https://radimrehurek.com/gensim/
 +Pywin32 ► Interact with Windows
 +https://github.com/mhammond/pywin32
 +Kivy ► Mobile Apps
 +https://kivy.org/#home
 +Pendulum ► date and time
 +https://pendulum.eustace.io/
 +Loguru ► python logging
 +https://github.com/Delgan/loguru
 +
 +https://github.com/kiteco 
 +<html>
 +<a href="https://usesilo.com/"> Silo</a>,<a href="https://techcrunch.com/2018/04/11/cruise-gms-self-driving-car-unit-brings-on-zippy-team/"> Zippy</a>,<a href="https://pipekit.io/"> Pipekit</a>,<a href="https://www.skipperhospitality.com/"> Skipper</a>,<a href="https://www.standardcode.io/"> StandardCode</a>,<a href="https://www.firezone.dev/"> Firezone</a>
 +</html>
  
 ====== 🎓 Courses: ====== ====== 🎓 Courses: ======
Zeile 24: Zeile 125:
   * The Software Designer Mindset: https://www.arjancodes.com/mindset   * The Software Designer Mindset: https://www.arjancodes.com/mindset
   * The Software Architect Mindset: Pre-register now! https://www.arjancodes.com/architect   * The Software Architect Mindset: Pre-register now! https://www.arjancodes.com/architect
-  * Next Level Python: Become a Python Expert: https://www.arjancodes.com/next-level...+  * Next Level Python: Become a Python Expert: https://www.arjancodes.com/next-level-python
   * The 30-Day Design Challenge: https://www.arjancodes.com/30ddc   * The 30-Day Design Challenge: https://www.arjancodes.com/30ddc
  
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