Epicas

Latest version: v0.1.0

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0.1.0

First beta release.

Working with undergoing improvements.

Progress:

- [x] StructuredData (data loading and merging)
- [x] EpiData (feature engineering)
- [x] ARIMA
- [ ] Seasonal ARIMA
- [x] LSTM
- [x] Bidirectional LSTM
- [x] GRU
- [x] Self-attention based + BiLSTM
- [x] Unweighted Average Ensemble
- [ ] Weighted Average Ensemble
- [ ] LIME/SHAP (blackbox model explainers)
- [ ] RNN Hyperparameter Selecting

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Has known vulnerabilities

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