/lstm-jjb

LSTM tests based on PyTorch, Keras and MXNet

Primary LanguagePython

Analyzing LSTM examples

Partial results

Look at simple-lstm-pytorch-jpm.py.

Main topics:

  1. Used data normalization with sklearn.
  2. Need probably to work better at model convergence.
  3. Also are 3 samples enough to make predictions? Maybe look at more (5 to 10). To be studied further.

LSTM prediction examples:

Time Series Prediction using LSTM with PyTorch in Python

TODOs

  1. Work on initializations in Pytorch LSTM.
  2. Also work on converge strategy.