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Here is a list of popular libraries and packages commonly used in the field of machine learning:
1. Scikit-learn
- Website: Scikit-learn
- A simple and efficient tool for data analysis and modeling, including various machine learning algorithms for classification, regression, clustering, and more.
2. NumPy
- Website: NumPy
- A fundamental package for scientific computing with Python, providing support for large, multi-dimensional arrays and matrices.
3. Pandas
- Website: Pandas
- A data manipulation and analysis library that provides data structures like DataFrame for efficient data cleaning and preprocessing.
4. Matplotlib
- Website: Matplotlib
- A 2D plotting library for Python that produces publication-quality figures in various formats.
5. Seaborn
- Website: Seaborn
- A statistical data visualization library based on Matplotlib, providing a high-level interface for drawing attractive and informative statistical graphics.
