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--- playground:pythonlibraries [2023/10/13 14:01]
itbs [PlayGround]
+++ playground:pythonlibraries [2025/04/22 10:11] (aktuell)
47.128.59.24 alte Version wiederhergestellt (2025/04/15 17:13)
@@ Zeile 19: / Zeile 19: @@
   - ⚬ Httpx: https://github.com/encode/httpx
   - ⚬ 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
 ====== 🎓 Courses: ======
@@ Zeile 122: / Zeile 24: @@
   * The Software Designer Mindset: https://www.arjancodes.com/mindset
   * 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-python
+  * Next Level Python: Become a Python Expert: https://www.arjancodes.com/next-level...
   * The 30-Day Design Challenge: https://www.arjancodes.com/30ddc

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