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====== PlayGround ======

Hier kann das schreiben und hochladen von Bildern getestet werden.

  - ⚬ Pendulum: https://pendulum.eustace.io
  - ⚬ PyPD: https://pypi.org/project/pypdf/
  - ⚬ Icecream: https://github.com/gruns/icecream
  - ⚬ Loguru: https://github.com/Delgan/loguru
  - ⚬ Rich: https://rich.readthedocs.io/en/stable...
  - ⚬ Argparse: https://docs.python.org/3/library/arg...
  - ⚬ Tqdm: https://github.com/tqdm/tqdm
  - ⚬ Xarray: https://github.com/pydata/xarray
  - ⚬ Polar: https://www.pola.rs
  - ⚬ Seaborn: https://seaborn.pydata.org/tutorial/i...
  - ⚬ Result: https://pypi.org/project/result/
  - ⚬ Pydantic: https://docs.pydantic.dev/latest/
  - ⚬ FastAPI: https://fastapi.tiangolo.com
  - ⚬ Sqlmodel: https://sqlmodel.tiangolo.com
  - ⚬ 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

====== 🎓 Courses: ======

  * 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
  * The 30-Day Design Challenge: https://www.arjancodes.com/30ddc

🛒 GEAR & RECOMMENDED BOOKS: https://kit.co/arjancodes.

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