Resources

Framework

• Easy-to-build ML demo site
  • Gradio
  • Streamlit

Useful small lib

• invoke : https://www.pyinvoke.org/
• Generate fake data, helper
  • https://faker.readthedocs.io/en/master/providers/faker.providers.ssn.html
• Timezone helper, can init timezone info in 1 line
  • https://dateutil.readthedocs.io/en/stable/
• joblib
  • https://joblib.readthedocs.io/en/latest/index.html
  • Optimize to do pipeline operation

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Image processing

• skimage (scikit-image)
  • https://scikit-image.org/
• openCV
• Pillow

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Visualization Lib

• matplotlib
  • like a base for every other lib
  • enough for simple 2d graph
• seaborn
  • good for heatmap
• plotly
  • great for 3d plot
• Graphviz
  • https://www.graphviz.org/
  • Good for plotting Network style nodes and graph

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Doc / Guide

• A better doc than official python doc
  • https://book.pythontips.com/en/latest/index.html

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