Code walkthrough

Insight into Python libraries used.

Tensorflow:

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

Methodology

Code Implementation

1. Initializing the parameters in the neural network of hidden and visible layer

2. Updating the input parameters based on the difference between the samples that we drew and original values

3. Training the model by using each music file (.midi) as input and generating the midi files as output