Yang Zhang (Work Log)
2017-09-28: the LSTM model achieves 67% testing accuracy
2017-09-26: modify the previous model and train on the "longdescriptionindu.txt"
2017-09-22: the two models both can achieve 90+% training accuracy and ~60% testing accuracy. Notice that the task is hard even for humans and thus 60% is acceptable, plus the baseline is under 10% for random guessing
2017-09-21: start to build two different kinds of deep neural networks (Convolutional and LSTM) to classify the companies' industry, specifically for the file "Descriptions.txt"
2017-09-19: accounts setup and get familiar with the rules