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Python Package Dependencies and Python Version #4

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Huncock opened this issue Jan 2, 2025 · 1 comment
Open

Python Package Dependencies and Python Version #4

Huncock opened this issue Jan 2, 2025 · 1 comment

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@Huncock
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Huncock commented Jan 2, 2025

Hello Friend,

I was studying your work and I have a question.

Would you mind telling me what Python Package Dependencies and Python Version you used in your code?

@aDiTyA-2712
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For basic python coding you juts need to install the python latest version in your system.
the dependency varies in case of development and other tasks.

  1. To use it for virtual environments which us used to isolate or say managing dependencies for different projects.
    pip install virtualenv

2.Web development
To use python framework like Django,Flask or FastAPI

  • pip install Flask
  • pip install Django
  • pip install fastapi

3.Data Analysis and Visualization
To use library for numerical computations and handling arrays. we go with Numpy, to use a powerful data manipulation and analysis library go with pandas,to use a plotting library for creating static, animated, and interactive visualizations go with matplotlib,to use statistical data visualization library based on Matplotlib go with seaborn

  • pip install numpy
  • pip install pandas
  • pip install matplotlib
  • pip install seaborn

4.For Machine Learning

  • pip install scikit-learn
  • pip install tensorflow
  • pip install torch torchvision torchaudio
    scikit-learn is a library for machine learning that provides simple and efficient tools for data mining and data analysis.
    TensorFlow is an open-source library for machine learning and deep learning.
    PyTorch is an open-source machine learning library based on the Torch library.

There are lot more things you can do with python.
just research and try to grab.

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