Yang Zhang (Work Log)
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09/19/2017 accounts setup and get familiar with the rules
09/21/2017 start to build two different kinds of deep neural networks (Convolutional and LSTM) to classify the companies' industry, specifically for the file "Descriptions.txt"
09/22/2017 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
09/26/2017 modify the previous model and train on the "longdescriptionindu.txt"
09/28/2017 the LSTM model achieves 67% testing accuracy
