Changes

09/19/===Fall 2017 accounts setup and get familiar with the rules===<onlyinclude>

09/21/2017 start to build two different kinds of deep neural networks [[Yang Zhang]] [[Work Logs]] [[Yang Zhang (Convolutional and LSTMWork Log) to classify the companies' industry, specifically for the file "Descriptions.txt"|(log page)]]

2017-09/22/2017 -28: the two models both can achieve 90+% training accuracy and ~60LSTM model achieves 67% 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/-26/2017 : modify the previous model and train on the "longdescriptionindu.txt"

2017-09/28/2017 -22: the LSTM model achieves 67two 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