Hier kann das schreiben und hochladen von Bildern getestet werden.

1. ⚬ Pendulum: https://pendulum.eustace.io
2. ⚬ PyPD: https://pypi.org/project/pypdf/
3. ⚬ Icecream: https://github.com/gruns/icecream
4. ⚬ Loguru: https://github.com/Delgan/loguru
5. ⚬ Rich: https://rich.readthedocs.io/en/stable…
6. ⚬ Argparse: https://docs.python.org/3/library/arg…
7. ⚬ Tqdm: https://github.com/tqdm/tqdm
8. ⚬ Xarray: https://github.com/pydata/xarray
9. ⚬ Polar: https://www.pola.rs
10. ⚬ Seaborn: https://seaborn.pydata.org/tutorial/i…
11. ⚬ Result: https://pypi.org/project/result/
12. ⚬ Pydantic: https://docs.pydantic.dev/latest/
13. ⚬ FastAPI: https://fastapi.tiangolo.com
14. ⚬ Sqlmodel: https://sqlmodel.tiangolo.com
15. ⚬ Httpx: https://github.com/encode/httpx
16. ⚬ Python-dotenv: https://saurabh-kumar.com/python-dotenv/

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 Silo, Zippy, Pipekit, Skipper, StandardCode, Firezone

• 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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