Minimal char RNN in PyTorch

Intel_Novel · February 23, 2019, 9:56am

Anyone having PyTorch version of this minimal RNN written by Karpathy back in 2015.

gist.github.com

https://gist.github.com/karpathy/d4dee566867f8291f086

min-char-rnn.py

"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)

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This is part of his The Unreasonable Effectiveness of Recurrent Neural Networks

I have hard time learning RNNs but no progress.

starman · August 26, 2019, 12:57pm

A bit late but here it is char-rnn-pytorch