mkgs210 / dots_binary_NN_classificator

Java client-server application for binary classification of points. Points are entered by the user using the mouse by click the left or right keys. The server stores user neural network information in an sql database. The neural network parameters are defined on the client side.

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dots_binary_NN_classificator

About

Dots binary NN classificator is a sandbox platform for practical training of students in neural networks.

The platform is Java client-server application for binary classification of points. Points are entered by the user using the mouse by click the left or right keys. The server stores user neural network information in an SQL database.

Neural network parameters are set in the start window on the client side:

  • learning rate
  • hidden layers
  • number of epochs

Interface

Client start window:

Example:

java_nn

Diagram

Problem examples

  • Not enough hidden layers:

нелинейное (online-video-cutter com)

  • Excessive learning rate:

слишком большой lr (2)

  • Not enough epochs:

последовательные шахматы маленькое количество эпох (online-video-cutter com)

About

Java client-server application for binary classification of points. Points are entered by the user using the mouse by click the left or right keys. The server stores user neural network information in an sql database. The neural network parameters are defined on the client side.


Languages

Language:Java 100.0%