Python Programming

Tutorial

• overview, slice, sorting, pyformat, f-strings (realpython, medium), swap, argparse

• Scipy lecture notes: numpy, slice , broadcasting, visual guide (axis, 3D array, list vs. array), save

• Jupyter notebooks: list, string, shape, numpy, batch

• clean code: video, howto, bug, wire, quality

Install

• Install Anaconda with Python 3.8 version (intro, Jupyter)

  • install anaconda

  • conda install python=3.8

• conda virtual environments

• If you don't have Nvidia GPU

  • conda install tensorflow

• If you have Nvidia GPU (above GTX 1050)

  • install NVIDIA GPU drivers

  • conda install -c anaconda tensorflow-gpu

  • 如果上面失敗的話，參考此連結

• Install other packages

  • conda install pillow

  • conda install matplotlib

  • pip install opencv-python

  • conda install -c conda-forge dlib 

• Create environments in Jupyter Notebook

  • conda install -c anaconda ipykernel

  • python -m ipykernel install --user --name=EnvName