Solution of Kaggle competition Ion Switching

team: mipt-stats-Mutolapov-Polyakov

Contents:

• EDA
• Feature engineering
• LGBM experiments (0.940 LB)
• XGB experiments (0.840 LB)
• CatBoost (0.940 LB)
• Random forest - just for stacking (0.939 LB)
• Viterbi algorithm (0.930 LB)
• LSTM on RandomForest predictions (0.939 LB)
• WaveNet (0.941 LB)
• Stacking different models (max 0.940 LB )