Machine Translation using LSTM Encoder Decoder

Developed from scratch using just Numpy

Preprocessing recommended:

1. Use fixed sized sentences
2. Append to every sentence

Execution

To execute by loading existing models, use: python lstmimpl.py 10 Y models/encoder_0.model models/decoder_0.model

To execute without loading existing models, use: python lstmimpl.py 10 N

Arguments:

1. Number of epochs
2. Load existing models? (Y/N)
3. Path of existing encoder model
4. Path of existing decoder model

Screenshots