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@karpathy
karpathy / min-char-rnn.py
Last active June 13, 2025 21:03
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
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)
@bearpaw
bearpaw / Caffe + Ubuntu 12.04 64bit + CUDA 6.5 配置说明.md
Last active March 12, 2020 01:24
Caffe + Ubuntu 12.04 / 14.04 64bit + CUDA 6.5 / 7.0 配置说明

Caffe + Ubuntu 12.04 64bit + CUDA 6.5 配置说明

本步骤能实现用Intel核芯显卡来进行显示, 用NVIDIA GPU进行计算。

1. 安装开发所需的依赖包

安装开发所需要的一些基本包

sudo apt-get install build-essential
sudo apt-get install vim cmake git
sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libboost-all-dev libhdf5-serial-dev
@raisch
raisch / regex_tokenizer.js
Created June 10, 2011 13:29
Regular Expression Sentence Tokenizer (English)
// tokenize(str)
// extracts semantically useful tokens from a string containing English-language sentences
// @param {String} the string to tokenize
// @returns {Array} contains extracted tokens
function tokenize(str) {
var punct='\\['+ '\\!'+ '\\"'+ '\\#'+ '\\$'+ // since javascript does not
'\\%'+ '\\&'+ '\\\''+ '\\('+ '\\)'+ // support POSIX character
'\\*'+ '\\+'+ '\\,'+ '\\\\'+ '\\-'+ // classes, we'll need our