Small Natural Language Processing Project -- 2

Natural language processing problem. Language: Python 3 see attachment ... We'll need an explanation report with the code. In the report - the following sections are required: 1. Solution: Provide the mathematical formulation of your algorithm, with different initialization mechanisms. The description should be independent of the programming language. (So this is not an explanation of your code) 2. Training and validation: • Experiment: Description of the setup of the experiment for both datasets, and evaluation of Ein(g) and Eout(g). • Result: Show the performance plots using Eout(g) for t (number of iterations) for both datasets and initialization methods. Once the graph (with two plots) for each dataset. • Discussion: Discuss the result: what did you observe? what do you learn from this observation?