files descriptions.txt

Aldo Fumagalli, ID: 20105835
Structure of the content of this folder:

The code that contains the design, implementation and evaluation of the 3D-GANs,
it is on the root folder and it is named as follows:

MinecraftGAN.ipynb

On the training_checkpoints folder some trained models are stored.
There are two paths:
	'0-1' contains the 0-1 models trained for 1000 epochs
	'all materials' contains the all materials models trained for 1500 epochs
The '100' in a trained model folder means that the filters dimension used was 100 instead of the
standard 200.
In every folder of a trained model there is also a settlement in the format of a schematic file
that was generated from that trained model.


The code of the NBT library is on the root folder.
The files are named as follows:

schematic.py
	library that allows to manage NBT files and schematic files.
	credit: https://github.com/cbs228/nbtschematic

SchematicTools.py
	code built upon the schematic.py in order to create easy access tools
	credit: https://github.com/BluShine/Minecraft-GAN-City-Generator


The code used to generate the data set is in the MCEdit folder.
Here it can be found a filter made by a Reddit user.
It was modified to generate a data set that is located in the dateset808016 folder.
The data set can be found in the supplemental file submission.
Credit: https://www.reddit.com/r/Minecraft/comments/b4l1cc
The files are named as follows:

Settlement.py
	The main file of the filter that was modified in order to generate the data set.
SettlementAStar.py
SettlementGenerator.py
SettlementStructure.py
SettlementStructureDetails.py




For further explanations see the source code