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| Name | All Top 40 Python Libraries EXPLAINED in 20 minutes |
| Video Uploader | Video From Kite |
| Upload Date | This Video Uploaded At 27-08-2020 16:00:00 |
| Video Discription | With over 250 libraries in Python, it can a bit confusing to know which one is best for your project. Caelan walks you through the top 40 libraries and how they're used! Full list of libraries mentioned below. ⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. We made this YouTube channel and Kite to help you be more productive: https://kite.com/download/?utm_medium=referral&utm_source=youtube&utm_campaign=kite&utm_content=Top40Libraries *************************************** JOIN our community of developers ► https://www.facebook.com/groups/505658083720291/ DOWNLOAD KITE, FREE ► https://kite.com/download/?utm_medium=referral&utm_source=youtube&utm_campaign=kite&utm_content=[] SUBSCRIBE for more Python tips, tutorials, and project breakdowns! ► https://www.youtube.com/c/KiteHQ?sub_confirmation=1 Follow us Twitter ► https://twitter.com/kitehq *************************************** ADDITIONAL RESOURCES: 6 Python Tips and Tricks YOU Should Know ► https://www.youtube.com/watch?v=qEr9iRX4K0o&t=127s How to NAIL LeetCode Questions– Valid Parentheses ► https://www.youtube.com/watch?v=-K6A2XP0rK8&t=2s Sqlite 3 Python Tutorial in 5 minutes - Creating Database, Tables and Querying► https://www.youtube.com/watch?v=girsuXz0yA8 *************************************** Don’t forget to subscribe :) https://www.youtube.com/c/KiteHQ?sub_confirmation=1 STAY TUNED: Kite ► https://kite.com/ Twitter ►https://twitter.com/kitehq YouTube ► https://www.youtube.com/channel/UCxVRDu9ujwOrmDxu72V3ujQ *************************************** 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/tkinter.html 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/master/ Scrapy ► webscraping https://scrapy.org/ BeautifulSoup ► parsing/webscraping https://www.crummy.com/software/BeautifulSoup/bs4/doc/ 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/1.1.x/ 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/index.html 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-learn/ 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 *************************************** [-29x_deQQus] |
| Category | Science & Technology |
| Tags | python | python tutorial beginner | python libraries | top python libraries | top 40 python libraries | python libraries for ai | python libraries explained | how to use python libraries | when to use python libraries | python libraries guide | python libraries tutorial | python tips | ai | coding |
