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Machine Learning 2022

Personal code/notes for NTU Machine Learning 2022 Spring by Hung-yi Lee

Setup Environment

Developed under WSL2 with Python 3.11 and PyTorch 2.1

  1. Create virtual environment python -m venv .venv
  2. Activate environment source .venv/bin/activate
  3. Install PyTorch pip install torch torchvision torchaudio
  4. Install addtional packages used pip install numpy packaging tensorboard tqdm torchinfo

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Machine Learning 2022 Spring instructed by Hung-yi Lee

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  • Jupyter Notebook 98.7%
  • Python 1.3%