NCTU ECM Deep Learning Course Homework 2-1
In this problem, we are given a csv file that contains the number of confirmed cases with COVID-19 in a period of time in different countries. We are required to implement a recurrent neural network to classify whether the number of confirmed cases would increase or decrease in the next day.
Below is the diagram of how we preprocessed our data:
The prediction results of using GRU:
Visulization of the prediction result on a world map
Please refer to the homework instruction, code, and report for more detailed information.