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--- playground:pythonlibraries [2023/10/13 12:29]
itbs [🎓 Courses:]
+++ playground:pythonlibraries [2025/03/27 12:38] (aktuell)
47.128.30.160 alte Version wiederhergestellt (2023/10/13 14:03)
@@ 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
+<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>
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