tbmoon/LANL_Earthquake_Prediction

Kaggle: LANL Earthquake Prediction

LANL_Earthquake_Prediction

• Dataset: Time series data
• Models: Spectrogram + Transformer
• Results: 25th place of 4540 teams (Top 1% with Siver Medal)

References

• Kaggle

  • https://www.kaggle.com/c/LANL-Earthquake-Prediction

• Spectrogram

  • https://www.kaggle.com/michael422/spectrogram-convolution
  • https://drive.google.com/file/d/1no_Ypzw1lctbsYx0z6fDvkLVTPzZP4uS/view?fbclid=IwAR2Dypz5e4Iklbw7yWeIbwilDwz4lsrK-CD2AVPQfP9tW6W6SKm5RgIDLuY

• Transformer

  • http://jalammar.github.io/illustrated-transformer/
  • http://nlp.seas.harvard.edu/2018/04/03/attention.html
  • https://arxiv.org/abs/1706.03762