char-rnn-tensorflow
Based on @karpathy's min-char-rnn.
Sample from the min-char-rnn
SEBASTIAN.
And his leainstsunzasS!
FERDINAND.
I lost, and sprery
RS]
How it ant thim hand
This is a sample what the RNN learnt from a Shakespeare's 'The Tempest', using a hidden layer of 100 neurons and a sequence length of 25, over 500 epochs.
Usage
You might have to install tensorflow
, numpy
and matplotlib
via pip
. Once those are done, feel free to run:
python min-char-rnn.py
Coming Up
- Using RNN-Cell instead of coding an RNN from hand.
- LSTM-based implementation.
- word-rnn using LSTM.