CNN-BiLSTM
This repository contains 4 different variations of the CNN-BiLSTM model in 4 different folders being:
- CNN-BiLSTM [12 Bit Encoding]
- CNN-BiLSTM [Integer Encoding with Region Embedding]
- CNN-BiLSTM [Integer Encoding]
- CNN-BiLSTM [One Hot Encoding]
Instructions:
- LSTM.py is the main program's file. Do not forget to change the path directory pointing to the datasets.
These projects use the following external libraries:
- numpy
- keras
- pandas
- xlsxwriter
- pyplot
- itertools
- sklearn
For more information on the above: https://www.um.edu.mt/library/oar/handle/123456789/40270