This respository contains solutions to SoftComputing Assignment 2. There are two pdf's containing solution to questiong in homework_two.pdf.

The python code provides implementation of Neural Network for signal data. For Instance data containing 90 features and [-1, 1] labels. You can change the hyperparameters of the Neural Network as per your training and testing requirements. The model is trained with Cross-Validation and achieves an sufficiently good accuracy of 92% on my trained data and has been validated with scikit-learn Neural Network model.

The SOURCE_CODE folder containes implementation of the neural network in C Programming language.

Thanks