Python GitHub projects

Python GitHub projects

Here are some popular Python GitHub projects:

1. NumPy

NumPy (Numerical Python) is a library for working with arrays and mathematical operations. It's widely used in scientific computing, data analysis, and machine learning.

GitHub Link: https://github.com/numpy/numpy

2. scikit-learn

scikit-learn (formerly sci-kit learn) is a popular open-source machine learning library. It includes various algorithms for classification, regression, clustering, and more.

GitHub Link: https://github.com/scikit-learn/scikit-learn

3. TensorFlow

TensorFlow is an open-source software framework for dataflow and differentiable programming across a range of tasks. It's widely used in deep learning and AI applications.

GitHub Link: https://github.com/tensorflow/tensorflow

4. Keras

Keras is a high-level neural networks API that can run on top of TensorFlow, CNTK, or Theano. It's popular for building and training deep learning models.

GitHub Link: https://github.com/keras-keras/keras

5. Pillow

Pillow (Python Imaging Library) is an open-source library for image processing and manipulation. It includes features for opening, manipulating, and saving images in various formats.

GitHub Link: https://github.com/python-pillow/Pillow

6. PyTorch

PyTorch is an open-source machine learning library that focuses on ease of use, speed, and flexibility. It's used in areas such as natural language processing, computer vision, and reinforcement learning.

GitHub Link: https://github.com/pytorch/pytorch

7. Statsmodels

Statsmodels is a Python library for statistical modeling and analysis. It provides various statistical techniques for data analysis, including regression, time series analysis, and hypothesis testing.

GitHub Link: https://github.com/statsmodels/statsmodels

8. OpenCV

OpenCV (Open Source Computer Vision Library) is a computer vision library that provides algorithms and tools for image processing, feature detection, object recognition, and more.

GitHub Link: https://github.com/opencv/opencv-python

9. SciPy

SciPy (Scientific Python) is an open-source scientific computing library that provides various functions for tasks such as signal processing, linear algebra, optimization, and statistics.

GitHub Link: https://github.com/scipy/scipy

10. Matplotlib

Matplotlib is a popular data visualization library in Python. It provides a wide range of tools for creating high-quality 2D and 3D plots, charts, and graphs.

GitHub Link: https://github.com/matplotlib/matplotlib

These are just a few examples of the many amazing Python GitHub projects out there. Each project has its unique features, strengths, and applications in various fields.

How is python programming done github pdf

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Python is an easy-to-learn programming language with a vast number of libraries and applications. As the popularity of Python increases, so do the number of resources available online. GitHub is one such platform that offers a wide variety of Python-related projects, tutorials, and resources.

There are several ways to learn Python on GitHub:

Here are some specific resources you can check out:

In conclusion, GitHub is an excellent platform to learn Python programming, with a vast number of resources available, including open-source projects, tutorials, guides, and official documentation. You can explore these resources, study the code, and even contribute to them. Happy learning!