RNN_Self-Attention_Sine_Prediction

RNN_Self-Attention_Sine_Prediction

Apr, 2024 - May, 2024 (Advisor – Prof. Prof. Nipun Batra, IIT Gandhinagar) | Project Link

• Created a simple RNN model and a custom self-attention model for predicting sine and cosine values.
• Analyzed prediction curves and calculated MSE loss to assess model performance.
• Achieved accurate classification results, visualized convolutional layer outputs to interpret learned features, and demonstrated effective model performance through classification matrices.
• Demonstrated expertise in time series forecasting and advanced deep learning techniques.