Machine Learning

Making sense of ML

Useful Tips

Useful Tutorial


  • Educational Resources for AI and Machine Learning by AI2ES (link)

  • Machine Learning and Deep Learning for Environmental and Geosciences -- AGU Tutorial (link)

  • Deep Learning (MIT ebook)(Online with code)

  • Reinforcement Learning Knowledge (in Chinese)

  • Probabilistic Machine Learning (link)


  • VAE with Pytorch (link)

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