aima-data
Data files to accompany the algorithms from Norvig And Russell's Artificial Intelligence - A Modern Approach.
The idea is that the same data files can be used with any of the implementations: aima-java, aima-python, aima-lisp, or eventually aima-javascript.
The data is divided into three types:
- Range data for Robot Localization
- Machine Learning data sets
- English text
We'll list the source files for each of the three:
Range data for Robot Localization
ascii-robotdata1.log The data
ascii-robotdata1.txt Description of the data
Machine Learning Data Sets
iris.csv Data on different types of iris flowers
orings.csv Data from O-rings on space shuttle missions
restaurant.csv Restaurant example from the textbook
zoo.csv Animals and their characteristics
iris.txt Descriptions of the above files
orings.txt
zoo.txt
MNIST/
train-images-idx3-ubyte 60,000 training images
train-labels-idx1-ubyte 60,000 labels for training images
t10k-images-idx3-ubyte 10,000 testing images
t10k-labels-idx1-ubyte 10,000 labels for testing images
mnist.txt Description of MNIST files
English text
MAN/
*.txt Various Unix "man page" entries
EN-text/
wordlist.txt A list of 173000 English words
spam.txt Collection of spam emails
gutenberg.txt Copyright notice from Project Gutenberg, where rest comes from
flatland.txt The novel Flatland
pride.txt Pride and Predjudice
sense.txt Sense and Sensibility
zola.txt Works of Emile Zola
sgb-words.txt The list of 5757 five-letter English words