Hostile Neural Networks Mod (1.19.2, 1.18.2) is a mob based on Deep Mob Learning for 1.16.5 and higher. It allows you to train data models and run simulations, producing mob predictions, which can be used to generate mob loot.


  • The fundamental unit of this mod is the Data Model – an item that holds information about an entity that you can utilize to generate their drops. To get a Data Model, you must first craft a Data Model Framework, and use it on the target entity to build the model. Once you have your model, you will have to train it.
  • Training a Data Model can be done in one of two ways, with a Deep Learner or with a Simulation Chamber. The deep learner allows you to store a few data models within, and the kills you receive will begin to train the model. All models start out in a Faulty state and must be trained up to Basic in the deep learner.

  • Once your model is Basic or higher, you can use the simulation chamber to run simulations of your model. Simulations will always produce a generalized prediction, and may also produce a Mob Prediction, based on the accuracy of the model. The higher tier of the model, the higher the accuracy, up to 99.5% at Self Aware. Running simulations requires energy (based on the model type) and a catalyst item, which is usually a Prediction Matrix.

  • Mob Predictions will need to be processed in a Loot Fabricator, a device that uses power to convert predictions to mob drops. The drops which are available are based on a list of pre-defined items, and a target can be selected for each type of model. The loot fabricator will remember your choices for each type, so you can feed multiple types of predictions into a single fabricator.

You may also need:

How to install:

How To Download & Install Mods with Minecraft Forge

How To Download & Install Fabric Mods

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Hostile Neural Networks Mod (1.19.2, 1.18.2) Download Links

For Minecraft 1.16.5

Forge version: Download from Server 1

For Minecraft 1.18.2

Forge version: Download from Server 1

For Minecraft 1.19.2

Forge version: Download from Server 1

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