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List of all Python Liabraries

Sumit Rawal answered on August 28, 2023 Popularity 1/10 Helpfulness 1/10

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  • List of all Python Liabraries

    0

     list of some popular and commonly used Python libraries across different domains:

    Data Manipulation and Analysis:

    NumPy: Numerical computing library for arrays and matrices.

    pandas: Data manipulation and analysis library with powerful data structures.

    matplotlib: Plotting library for creating static, interactive, and animated visualizations.

    seaborn: Data visualization library built on top of matplotlib.

    SciPy: Library for mathematics, science, and engineering tasks.

    Machine Learning and Data Science:

    scikit-learn: Machine learning library for classification, regression, clustering, etc.

    TensorFlow: Open-source machine learning framework developed by Google.

    PyTorch: Deep learning framework for research and production.

    Keras: High-level neural networks API built on top of TensorFlow, Theano, or CNTK.

    XGBoost: Gradient boosting library for improved model performance.

    LightGBM: Gradient boosting framework that focuses on speed and efficiency.

    Web Development:

    Flask: Micro web framework for building web applications.

    Django: High-level web framework for rapid development.

    FastAPI: Modern web framework for building APIs with automatic documentation.

    Natural Language Processing (NLP):

    NLTK: Natural Language Toolkit for text processing and analysis.

    spaCy: NLP library for advanced text processing and analysis.

    TextBlob: Simple NLP library based on NLTK and Pattern.

    Data Visualization:

    Plotly: Interactive graphing library for creating interactive, web-based visualizations.

    Bokeh: Interactive visualization library that targets modern web browsers.

    Altair: Declarative statistical visualization library based on Vega and Vega-Lite.

    Database Interaction:

    SQLAlchemy: SQL toolkit and Object-Relational Mapping (ORM) library.

    psycopg2: PostgreSQL adapter for Python.

    PyMySQL: MySQL client library for Python.

    Utilities:

    requests: HTTP library for making requests and handling responses.

    beautifulsoup4: HTML and XML parsing library.

    virtualenv: Tool for creating isolated Python environments.

    pytest: Testing framework for writing simple and scalable test cases.

    logging: Built-in library for flexible and configurable logging. 

    Popularity 1/10 Helpfulness 1/10 Language python
    Source: Grepper
    Tags: list python
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    Contributed on Aug 28 2023
    Sumit Rawal
    0 Answers  Avg Quality 2/10


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