README.md

Machine-Learning-MNIST

based on MNIST and cifar10

• KNN

• LR

• naiveBys

• SVM

• Neural Nextwork

version

python 3.5

database

• MNIST

http://yann.lecun.com/exdb/mnist/

There are 4 files:

train-images-idx3-ubyte: training set images train-labels-idx1-ubyte: training set labels t10k-images-idx3-ubyte: test set images t10k-labels-idx1-ubyte: test set labels

• CIFAR-10

https://www.cs.toronto.edu/~kriz/cifar.html

60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.