RogerHubEngine

The world of neural networks for your robot

Copyright (c) 2025-2026 Emotion

⭐ What is this?

This is a cute little neural network engine for your robot or your Unity game.

• The engine for our neural networks is written entirely in C#.
• The higher the engine version, the more functions, weight and resources it takes up.
• There are stable versions, and there are Beta, Charlie, and Delta versions where you can try out new features*

🚀 What engine versions are there?

Quecto

• RogerHubEngine v1.4 - This is an experimental version, I don't even recommend downloading it.
• RogerHubEngine v2.0 - The smallest engine. MLP neural network.

Yocto

• RogerHubEngine v2.1 - Same as 2.0 but with the addition of IO and DropOut subsystems
• RogerHubEngine v2.2 - Major rework of v2.1, added RMS and many other features
• RogerHubEngine v2.3 - A minor update, neural network improvements, and the addition of RRNNs.

🥇 What can your neural network do? (v2.2)

• MLP neural network
• DropOut in training
• Xaiver Uniform in initialization
• RMSprop in training too
• Biases in neural network
• Support for input and output of negative numbers
• Save/Load neural network
• XML Documentation
• Debug mode for developers
• Ability to choose the number of layers

Build instructions

• Just run the script (.sh if you're on linux, bat if you're on windows)

Warning

Make sure you have an installed dotnet 9 (or higher) sdk and runtime

📫 Method of communication and error reporting

Discord

• Axolotl512 - @antipin_ivan
• d3ath-script - @semmechki

Telegram

• Axolotl512 - @axolotl512
• d3ath-script - @death_script

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Warning

• This project is still in active development today.
• *Beta, Charlie, and Delta versions may contain serious bugs.
• Even in stable versions, we do not guarantee the absence of errors.

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The best regards, Emotion :)