http://yann.lecun.com/exdb/mnist/ THE MNIST DATABASE of handwritten digitsYann LeCun, Courant Institute, NYUCorinna Cortes, Google Labs, New YorkChristopher J.C. Burges, Microsoft Research, Redmond The MNIST database of handwritten digits, available
deeplearning.net/data/mnist/mnist.pkl.gz The MNIST dataset consists of handwritten digit images and it is divided in 60,000 examplesfor the training set and 10,000 examples for testing. In many papers as well as in this tutorial,the official training
Download mnist dataset and extract in 1 second! For Caffe users: create $CAFFE/data/mnist/get_mnist_fast.sh: #!/usr/bin/env sh # This scripts downloads the mnist data and unzips it. DIR="$( cd "$(dirname "$0")" ; pwd -P )" cd
1.常用json库主要有json-py和simplejson 1) json-py 包含json和minjson,用法一样 Python (#, Jan , ::) [GCC (Red Hat -)] on linux2 Type "help", "copyright", "credits" or "license" for more information. >>> import json >>
import numpy as npimport gzip import struct import keras as ks import logging from keras.layers import Dense, Activation, Flatten, Convolution2D from keras.utils import np_utils def read_data(label_url,image_url): with gzip.open(label_url) as flbl: m
Deep Learning Tutorial 由 Montreal大学的LISA实验室所作,基于Theano的深度学习材料.Theano是一个python库,使得写深度模型更容易些,也可以在GPU上训练深度模型.所以首先得了解python和numpy.其次,阅读Theano basic tutorial. Deep Learning Tutorial 包括: 监督学习算法: Logistic Regression - using Theano for something simple Multi