There are many python libraries are as follows.
1. NumPy: A library for numerical computing in Python, providing support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions to operate on these arrays efficiently.
2. Pandas: A powerful library for data manipulation and analysis. It provides data structures like DataFrames to handle structured data and offers a wide range of functions for data cleaning, transformation, and exploration.
3. Matplotlib: A plotting library that allows you to create various types of static, animated, and interactive visualizations in Python. It provides a MATLAB-like interface for generating charts, plots, histograms, and more.
4. TensorFlow: An open-source library primarily used for machine learning and deep learning tasks. It offers a flexible ecosystem of tools, libraries, and resources to build and deploy machine learning models efficiently.
5. Scikit-learn: A machine learning library that provides a wide range of algorithms for classification, regression, clustering, and dimensionality reduction. It also offers tools for model evaluation, data preprocessing, and feature selection.
6. Keras: A high-level neural networks API that runs on top of TensorFlow. It simplifies the process of building and training deep learning models, making it accessible to beginners and experienced practitioners alike.
7. PyTorch: An open-source machine learning library that provides a dynamic neural networks framework. It is known for its simplicity, flexibility, and efficient computation, making it popular among researchers and practitioners.
8. SQLAlchemy: A SQL toolkit and Object-Relational Mapping (ORM) library for Python. It allows you to interact with databases using SQL queries and provides a convenient and flexible way to map database tables to Python objects.
9. Flask: A lightweight web framework for building web applications in Python. It provides a simple and extensible architecture for developing web services and APIs.
10. Django: A high-level web framework that follows the Model-View-Controller (MVC) architectural pattern. It offers a complete set of tools and features for building robust and scalable web applications.