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- NumPy. NumPy is the short name for Numerical Python, which is a Python library predominantly used for technical and scientific computing. Its array-oriented computing capabilities make it an essential tool for fields such as linear algebra, statistical analysis, and machine learning.
- Pandas. Pandas is an open-source data manipulation library for Python. It is built on top of the NumPy library. It introduces two primary data structures Series and DataFrame.
- Matplotlib. Matplotlib is a data visualization library that allows developers to create static animated and interactive animations in Python. The graphs and plots it produces are extensively used for data visualization.
- TensorFlow. It is an open-source Python library for machine learning and artificial intelligence. It is particularly used for training and inference of deep neural networks.
- NumPy. NumPy is one of the most widely-used Python libraries. It contains functionality for fast and efficient numerical computations, but its strength lies in working with arrays.
- pandas. The pandas library has become the backbone of data analysis in Python; it’s a must-know for those of you wanting to learn how to work with data.
- matplotlib. Producing nice visualizations quickly and easily is a key skill for many Python projects. Although there are many libraries for producing different kinds of plots in Python, matplotlib should be your first stop.
- os. This one isn’t as glamorous as some of the other Python libraries on this list. However, it comes in handy when you need to interact with the operating system from within your Python program.
Aug 12, 2024 · Python 3.13 beta is the pre-release version of the next official Python language. It includes multiple changes to the language, implementation, and standard library. The aifc module is used for…
- Meng Li
Jul 8, 2018 · If you want to get information about your installed python distributions and don't want to use your cmd console or terminal for it, but rather through python code, you can use the following code (tested with python 3.4): import pip #needed to use the pip functions for i in pip.get_installed_distributions(local_only=True): print(i)
- Taipy. Taipy is the new kid on the block. It was designed for easy development for both front-end (GUI) and your ML/Data pipeline(s). Create the application of your dreams thanks to
- Streamlit. Streamlit is a well-established library to quickly create web applications for pilots. Very easy to use! Essentials.
- Pandas. This library brings two core concepts, dataframes, and series, making data cleaning and preparation a painless process.
- Numpy. While Pandas has data frames, Numpy has arrays. They are known for allowing fast data manipulation, making Numpy an essential tool for scientific computing.
Sep 13, 2024 · Python 3.13 is coming soon, and it will leave Python’s ‘dead batteries’ behind. Now’s the time to learn how to live without them. Also, get started with Pillow, enums, and the 'ast' library.
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Sep 2, 2024 · The Best Python Libraries You’ve Never Heard Of ... It’s the tool you didn’t know you needed until you stumbled upon it, and then—there’s no going back. ... A closed shape, defined by ...
