A software suite for creating AI generated minecraft worlds. The Neuralblock project consists of these components:

• A Minecraft mod that can:
  • Create a block grid dataset from the player's POV in a regular minecraft world
  • Generate blocks using an AI model in a Neuralblock-generated world (🧪Work in progress)
• Dataset processing scripts (To prepare data for training)
• Model training scripts (that produces a model for the Minecraft mod)

World generation is not yet available.

(Note: This process may change as the mod develops futher)

1. Download neuralblock-x.y.z.jar from the releases page
2. Install the mod with Minecraft 1.21.4 and NeoForge
   (You can use a launcher like PrismLauncher to do this)
3. Enter any minecraft world and the mod will begin collecting block data
4. Exit the game
5. Your dataset will be in $USERHOME/Downloads/NeuralBlockCSVs

1. Navigate to the preprocessor folder
2. Follow its README.md to combine multiple CSVs into one and to "downcast" all of the block types

1. Navigate to the training folder
2. Use NeuralNetPredictor.ipynb to create the AI model. (For convinience, you can open the Jupyter Notebook in Google Colab)

Inspired by DecartAI's Oasis, a video-based open-world AI model.