week1.md

Week1 Summary

DeepMove

1. Done

   1. modify and run codes with python 3.8 and without cuda
      1. delete cuda part, disable use-cuda
      2. c_Pickle is deprecated, use pickle instead
      3. replace os.mkdir with os.makedir because the dir may exist
      4. correct some wrong code
   2. implement two RnnNumpy Class, respectly RNNNumpy1 and RNNNumpy2 to replace torch Rnn and verify the correctness using
      1. is to instanitiate
         • input: parameters for rnn
         • output: a rnn isntance

2. To be done

   1. extend RnnNumpy to LSTMNumpy and GRUNumpy Class
   2. Now I just test simple mode. I should work on different model_modes.

       model_modes = ['simple', 'simple_long', 'attn_avg_long_user', 'attn_local_long']

   3. use cupy to speed up the calculation

MobilityPrediction

haven't started yet