LANL_Earthquake_Prediction
- Computer Science 149B Project 3: Kaggle LANL Earthquake Prediction
Benchmarks
- https://www.kaggle.com/inversion/basic-feature-benchmark
- https://www.kaggle.com/scirpus/andrews-script-plus-a-genetic-program-model/notebook
- https://www.kaggle.com/gpreda/lanl-earthquake-eda-and-prediction
- https://www.kaggle.com/artgor/earthquakes-fe-more-features-and-samples
- https://www.kaggle.com/buchan/transformer-network-with-1d-cnn-feature-extraction
- https://www.youtube.com/watch?v=TffGdSsWKlA
Updates
- Ranked 348
- Ranked 1015
- Ranked 1257/3450
- Eurey: I found some benchmark code that we could start on but I deicded to checkout what the data was like and test it with RNN + LSTM from our previous project. I have those code in check_data.ipynb, which I haven't finished yet. I also discovered that you can just load some of the data from the csv so I can run the code locally first. Once we know that our prediction is good, we could run it on GCloud.
Dependencies
- CatBoost
- LightBGM