Layer-Based Neural Network

Description

this is Layer Base NeuralNetwork Blueprint Plugin.

you can build a NeuralNetwork using several kinds of Layers.

Main Class of this Plugin is “NglSimpleLayerStackNN”.

this class have some methods for “Build Network”, “Train” and “Inference”.

“Layer Class” is Part of NglSimpleLayerStackNN. There are 8 different Layer Classes.

NglSimpleLayerStackNN is constructed by adding several Layers.

NglSimpleLayerStackNN processes the Stacked Layer in order from the input side to the output side.

you can Train Game AI as follows.

The explanation is the following URL.

https://github.com/nagakagachi/ue4/wiki/NglNN-Sample-2

Note: GPU acceleration is not supported.

Layer Classes

NglSimpleLayerStackNN

Documents

https://github.com/nagakagachi/ue4/wiki/NglNN

https://github.com/nagakagachi/ue4/wiki/NglNN-Sample-1

https://github.com/nagakagachi/ue4/wiki/NglNN-Sample-2

Code Modules:

Number of Blueprints:9

Network Replicated: No

Supported Development Platforms: Win64

Supported Target Build Platforms: Win64

Documentation:

https://github.com/nagakagachi/ue4/wiki/NglNN

https://github.com/nagakagachi/ue4/wiki/NglNN-Sample-1

https://github.com/nagakagachi/ue4/wiki/NglNN-Sample-2

Example Project:

https://drive.google.com/open?id=1HTphRSsPFSyIX4EfFdioEYojri0pCYkz

https://drive.google.com/open?id=1-yjFjeNzXaHkJtcnDTizODeVMtgZBSF1

Important/Additional Notes:

Supported Engine Versions

4.20 – 4.27, 5.0 – 5.1