Corporacion Favorita grocery sales forecasting

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Feature engineering and forecasting modeling for the Kaggle competition.

Algorithms used:

• Gradient Boosting
• LSTM Recurrent Neural Network
• Random Forest
• Extra Trees Regression
• Ridge Regression.

Model blending is used to acheive the best accuracy.

Solution ranked top 8% on Kaggle Competition (123rd out of 1675) on now-defunct account (Ortan Farnafe).