MNIST

java.lang.Object
- me.yixqiao.jlearn.testing.MNIST

Direct Known Subclasses:

MNISTSave
```
public class MNIST
extends java.lang.Object
```
Train a network on the MNIST digits dataset.

Field Summary

Fields
Modifier and Type	Field	Description
`protected Matrix`	`evalInputs`	Test inputs from dataset.
`protected Matrix`	`evalOutputs`	Test outputs from dataset.
`protected Matrix`	`inputs`	Inputs from dataset.
`protected Model`	`model`	Model.
`protected Matrix`	`outputs`	Outputs from dataset.

Constructor Summary

Constructors
Constructor Description

MNIST()

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`protected void`	`buildModel()`	Build model.
`protected void`	`evaluateModel()`	Evaluate model.
`protected void`	`initInputs()`	Initialize inputs.
`static void`	`main(java.lang.String[] args)`	Run.
`protected void`	`printPredictions()`	Print predictions.
`protected void`	`train()`	Train model.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail
- inputs
```
protected Matrix inputs
```
  Inputs from dataset.
- outputs
```
protected Matrix outputs
```
  Outputs from dataset.
- evalInputs
```
protected Matrix evalInputs
```
  Test inputs from dataset.
- evalOutputs
```
protected Matrix evalOutputs
```
  Test outputs from dataset.
- model
```
protected Model model
```
  Model.

Constructor Detail
- MNIST
```
public MNIST()
```

Method Detail

main

public static void main(java.lang.String[] args)

Run.

Parameters:: args - args

initInputs
```
protected void initInputs()
```
Initialize inputs.

buildModel
```
protected void buildModel()
```
Build model.

train
```
protected void train()
```
Train model.

evaluateModel
```
protected void evaluateModel()
```
Evaluate model.

printPredictions
```
protected void printPredictions()
```
Print predictions.