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NumPy is a general-purpose array processing package which provides tools for handling the n-dimensional arrays. It provides various computing tools such as comprehensive mathematical functions, linear algebra routines.

Pandas is an easy to use open-source data analysis and manipulation tool, built on top of the Python programming language.

Scikit-learn is simple and efficient tools for predictive data analysis. Scikit-learn is a machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.

Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere. Gradio allows you to build demos and share them, all in Python. And usually in just a few lines of code.

This product also includes Matplotlib, which is required by the Gradio. Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Matplotlib makes easy things easy and hard things possible. For more Information, please visit: https://www.apps4rent.com/blog/ml-numpy-pandas-scikit-learn-matplotlib-ubuntu/

Disclaimer: The respective trademarks mentioned in the offering are owned by the respective companies. We do not provide the commercial license of any of these products. Many of the products have a free, demo or Open-Source license as applicable. Image may take up to 5-7 minutes for initial launch.