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install conda

Go to https://docs.conda.io/en/latest/miniconda.html
Then download proper installer for your OS
bash [proper installer]

install tensorflow2.0 and all dependencies

conda create -n dl_lab tensorflow
conda install pillow opencv scipy matplotlib scikit-image scikit-learn pandas jupyterlab numpy
conda activate dl_lab

Conda environment for the tensorflow transformer tutorial

conda create -n transformer python==3.10
conda activate transformer
pip install jupyterlab

When we deactivate conda environments

conda deactivate

Dataset

  • PM2.5 in South Korea, from 2019 to 2020. 6-hourly
    https://drive.google.com/file/d/1gm0oD6N3puTgV_n0IOwEFTlbn37cvza3/view?usp=sharing
  • Hurricane Dataset
    https://library.ucsd.edu/dc/object/bb94252168