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Hostile Neural Networks

Mod

by Shadows_of_Fire

Server friendly mob loot acquisition.

Type

Mod

CurseForge Downloads

45,024,954

CurseForge ID

552574

Modrinth Downloads

40

Modrinth ID

6bLUlbZn

Last Updated

Jul 27, 2026

Description

# About **Hostile Neural Networks** 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 which 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 kills you receive will begin to train the model. All models start out in the **Faulty** state, and must be trained up to **Basic** in the deep learner. ![](https://i.imgur.com/SAWYCOS.png) 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**. ![](https://i.imgur.com/ZRGY2VL.png) **Mob Predictions** will need to be processed in a **Loot Fabricator**, a device which 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. ![](https://i.imgur.com/qbOM4rh.png) # Custom Data Models and Mod Support Custom **Data Models** can be added via a Datapack. Each Data Model is represented as a single file under the **data_models** subfolder. An example is the [Witch Data Model](https://github.com/Shadows-of-Fire/Hostile-Neural-Networks/blob/main/src/main/resources/data/hostilenetworks/data_models/witch.json) file located in the base mod. Published datapacks for certain mods may be listed here in the future as they are created. # Support Me [![](https://i.imgur.com/4D6zgZt.png)](https://discord.com/servers/shadows-mods-613010559532531713) [![](https://i.imgur.com/2kmJdLg.png)](https://www.akliz.net/shadows) ## Contact Discord:

Compatibility

Mod Loaders

Forge Neoforge

Game Versions

1.20.1 1.21.1

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Included in Modpacks

All the Mons - ATMons All the Mons - ATMons All the Mods 10: To the Sky ATM10SKY All the Mods 10: To the Sky ATM10SKY SkyFactory 5 SkyFactory 5 All the Mods 9 - ATM9 All the Mods 9 - ATM9 Craftoria Craftoria From Magic To Tech From Magic To Tech Project Infinity 0.1 Project Infinity 0.1 MineColonies: Dimensional Adventure MineColonies: Dimensional Adventure All the Mods 8 - ATM8 All the Mods 8 - ATM8 All the Mods 7 - To the Sky - atm7sky All the Mods 7 - To the Sky - atm7sky FTB Evolution FTB Evolution All the Mods 9 - No Frills All the Mods 9 - No Frills All the Mods 10 Lite All the Mods 10 Lite Techopolis 3 Techopolis 3 BTH - Beyond The Horizon BTH - Beyond The Horizon Beebeeblock_The_Skyhive Beebeeblock_The_Skyhive EMC SubTerra Tech EMC SubTerra Tech Create Chronicles: Bosses and Beyond Create Chronicles: Bosses and Beyond Mystical Block Mystical Block Skyopolis: Evolved Skyopolis: Evolved Ozone Skyblock Reborn 2 Ozone Skyblock Reborn 2 Create 2 Mekanism: Sky Edition 2 Create 2 Mekanism: Sky Edition 2 All The Mods - Gravitas² All The Mods - Gravitas² TNP Limitless 8 - LL8 TNP Limitless 8 - LL8 [MODIFIED] Cobblemon: PLUS [MODIFIED] Cobblemon: PLUS NeepMeat - Trifecta NeepMeat - Trifecta EMC: To The Sky EMC: To The Sky Wold's Vaults - Vault Hunters Expansion Wold's Vaults - Vault Hunters Expansion Astropolis Astropolis All the Mods: Volcano Block ATMVB All the Mods: Volcano Block ATMVB Create: New Horizon Create: New Horizon [MODIFIED] Cobblemon: OVERCLOCKED! [MODIFIED] Cobblemon: OVERCLOCKED! Mystical Block Reloaded Mystical Block Reloaded FTB Presents: Direwolf20 - Season 14 FTB Presents: Direwolf20 - Season 14 MineColonies - Create & Conquer MineColonies - Create & Conquer Ozone Skyblock Reborn Ozone Skyblock Reborn Haven: Caveblock - Reborn Haven: Caveblock - Reborn Mystical Block 2 Mystical Block 2 Frozenopolis Frozenopolis TechRPG - RPG with Tech, Magic, Create, Space Exploration TechRPG - RPG with Tech, Magic, Create, Space Exploration FTB Skies FTB Skies Building Tales 2 Building Tales 2 Crazycrafting For The Crazycrafting Server Crazycrafting For The Crazycrafting Server Sky Bees Reborn Sky Bees Reborn Prominence™ I Classic (Legacy) Prominence™ I Classic (Legacy) Guns, Nukes and Espionage Guns, Nukes and Espionage Infinity Legacy Infinity Legacy Skyblock Automation Skyblock Automation Ice and Fire Magic Ice and Fire Magic Prison Escape - Beginnings Prison Escape - Beginnings Bearly Vanilla (Season 0) Bearly Vanilla (Season 0) Avaritia Project Avaritia Project AllTheMons - The Void AllTheMons - The Void FTB StoneBlock 4 FTB StoneBlock 4 FTB OceanBlock 2 FTB OceanBlock 2 Magic Valley Magic Valley Sky of Grind Sky of Grind Stone in Sky Stone in Sky Stone Technology Ultimate Stone Technology Ultimate Prison Escape - Beginnings (reborn) Prison Escape - Beginnings (reborn) TNP Limitless 7 - LL7 TNP Limitless 7 - LL7 Matti's Skyblock Matti's Skyblock RePalmon RePalmon Factory in the Sky 4 Factory in the Sky 4 Realm of Destiny Realm of Destiny GregTech:New Beginnings GregTech:New Beginnings SkyT SkyT The Modded Rizoma MC The Modded Rizoma MC Stoneopolis Stoneopolis All the Mods 10 - ATM10 All the Mods 10 - ATM10 MuratCraft v2 MuratCraft v2 Atomized Atomized Ascension of Ages Ascension of Ages All Roads Lead to The Void All Roads Lead to The Void sky1234 sky1234 Haven: CaveBlock Haven: CaveBlock [MODIFIED] Cobblemon: Essentials [MODIFIED] Cobblemon: Essentials MHA : Heroes Journey MHA : Heroes Journey Servidor Magnatas Servidor Magnatas Impostor Syndrome Impostor Syndrome Little Bit Large Little Bit Large Artemis: Project Artemis: Project Shattered Skies [LC] Shattered Skies [LC] Moni&ProjectE Moni&ProjectE Infinite Horizons - Modded Superflat Survival Infinite Horizons - Modded Superflat Survival Haven: Veni de Nova Haven: Veni de Nova TechAcademy TechAcademy All the Mods 9 - To the Sky - atm9sky All the Mods 9 - To the Sky - atm9sky FTB Skies 2 FTB Skies 2 Age of Fate Age of Fate Stacia 2 Expert Stacia 2 Expert Mystic's Monstrosity - Greedy Edition Mystic's Monstrosity - Greedy Edition Modern Revolutions Skies Modern Revolutions Skies Hungry For Tech 2 Hungry For Tech 2 Picky Picky EMC: Space Age EMC: Space Age bleach soul society renewed bleach soul society renewed Erstwhile Journey 2 Erstwhile Journey 2 TJP - Endless Sky TJP - Endless Sky Inferno - Better Hardcore Inferno - Better Hardcore Caveopolis (Modpack) Caveopolis (Modpack) Multiblock Madness 2 Multiblock Madness 2 A New Technological Era A New Technological Era Eight Seas Eight Seas Xomembers Xomembers Another Quality Modpack 3 - AQM3 Another Quality Modpack 3 - AQM3 Cryptopolis Cryptopolis Infinite Mayhem Infinite Mayhem Hommage Hommage John Hall CEu Pack John Hall CEu Pack AdvoTech ValkyrienSkies (abandoned) AdvoTech ValkyrienSkies (abandoned) God Of The Bosses God Of The Bosses Forge of Eternity Forge of Eternity Plastek 2 Plastek 2 Projet N-Tech Projet N-Tech InsaneCraft S2 (Fan Made) InsaneCraft S2 (Fan Made) All The Neoforge All The Neoforge Cobblemon Homestead Cobblemon Homestead Project Spacee Project Spacee Sci-Fi Multiverse Sci-Fi Multiverse Project Arc Light - The Hanging Pavilion Project Arc Light - The Hanging Pavilion OPSkies 2 OPSkies 2 Grinding and industrialization GANDI 1 Grinding and industrialization GANDI 1 Gundustry Gundustry Pixelmon E2craft Pixelmon E2craft Refined Pack 2 Refined Pack 2 Stargate: ReLeveled Stargate: ReLeveled TNP Limitless 6 - LL6 TNP Limitless 6 - LL6 Sky XP Sky XP Mythara+ Mythara+ Eldoria: The Last Epoch Eldoria: The Last Epoch Star Space Ages Star Space Ages Xomaps 2 Xomaps 2 StellarisWorkshop StellarisWorkshop Greg-E Greg-E Apotheosis Pack Apotheosis Pack MI:Lost Favor MI:Lost Favor Entropy Zero Evolution Entropy Zero Evolution Colony Equivalence Colony Equivalence Tensura: Myriad Rebirth Tensura: Myriad Rebirth Trial of the Void Trial of the Void Lumin Origins Lumin Origins Skytisfactory Skytisfactory Project SkyQ 2 Project SkyQ 2 Team Tank Pack Team Tank Pack ATGC Meltdown 2 - The Sky ATGC Meltdown 2 - The Sky Palladium superheroes Palladium superheroes AdvoTech JJThunder AdvoTech JJThunder Super III Super III RockTown Tech World Sky Block RockTown Tech World Sky Block Measured Infinity Measured Infinity Multiversal Archaeology Multiversal Archaeology Astral Adventures: Beyond the Horizon Astral Adventures: Beyond the Horizon DirtBlock DirtBlock Loyal Sky Loyal Sky Cobblemon aBunchaMods Cobblemon aBunchaMods Most Of The Mods Most Of The Mods TNP Limitless 5 - LL5 TNP Limitless 5 - LL5 Adefica T Adefica T Demon's Tech, Magic and Superheroes Demon's Tech, Magic and Superheroes All The Heros All The Heros TechBlock - SkyTech 3 TechBlock - SkyTech 3 MekaMiners Brasil MekaMiners Brasil Pebblecraft: Stratum Pebblecraft: Stratum Egregious Industrialization Egregious Industrialization FatDuck's Vampire Craft FatDuck's Vampire Craft Stargates, Colonies, And Ridiculous Tech Stargates, Colonies, And Ridiculous Tech Dark Matter: To The Sky! Dark Matter: To The Sky! ABOE 3 - A Bit of Everything 3 ABOE 3 - A Bit of Everything 3 Odyssey 3 Odyssey 3 GUILTY'S MEGAPACK GUILTY'S MEGAPACK Create - Means of Production Create - Means of Production Irregulados Irregulados Above SMP Above SMP SV_Adventures V3 SV_Adventures V3 Creatopia Unbound Creatopia Unbound Endless New Horizons Endless New Horizons Aiko's Dimensions Aiko's Dimensions All You Need - AYN All You Need - AYN BurningCube BurningCube BeanPack: Regurgitated BeanPack: Regurgitated PureMash Tech PureMash Tech Better Fireteam Better Fireteam Artifice & Industry Artifice & Industry Aeon Automata 2 Aeon Automata 2 Community Made Community Made WildLouna WildLouna Sitchen Kink Sitchen Kink TTIGRN : Hardcore Heroes TTIGRN : Hardcore Heroes ProjectS ProjectS Gregified: Sky Edition Gregified: Sky Edition Concatenation Lumineth Concatenation Lumineth Project One Project One BiomeMAX BiomeMAX TechCraftBrasil - Servidor Brasileiro - ONLINE TechCraftBrasil - Servidor Brasileiro - ONLINE Create Aeronautics (& Stuff) Create Aeronautics (& Stuff) Delusions Craft Delusions Craft HexTech: The New Age HexTech: The New Age Athy's Cobbleswamp Athy's Cobbleswamp Heroverse SMP - Official Server Heroverse SMP - Official Server Fungal Outbreak Fusion Fungal Outbreak Fusion Goon Crew Collection Goon Crew Collection Omniverse Heroes Omniverse Heroes Fr3shpack - TooManyMods Fr3shpack - TooManyMods The French Baguette The French Baguette Artemis Continuum Artemis Continuum Build Secure Protect Build Secure Protect Dre Friends Dre Friends NinjaCraft - Official Server NinjaCraft - Official Server Da Boys Craft - DBC Da Boys Craft - DBC DonCraft DonCraft TerraFirma Through The Ages (TFTTA) TerraFirma Through The Ages (TFTTA) Valley Chill Valley Chill Inclusive Inclusive Jelly&Co Jelly&Co Guns N Machines Guns N Machines MAnA Laboratories MAnA Laboratories Pixelmon: Extra Adventures 2 Pixelmon: Extra Adventures 2 TakoPack Colonies 2 TakoPack Colonies 2 Lunaria Expert Lunaria Expert Infinity Foundation Infinity Foundation Cogwork Genesis Cogwork Genesis Voltz (Volts) Reimagined - Official Server Voltz (Volts) Reimagined - Official Server KOTD KOTD EmberHorizon's Custom Pack EmberHorizon's Custom Pack TheAllTimeDream TheAllTimeDream Magitechnical Mysticism 2 Magitechnical Mysticism 2 Idiossincrasia Idiossincrasia Sky Ground Next Level Sky Ground Next Level Infinity Pack 1 Infinity Pack 1 C&K's Organized Crime C&K's Organized Crime Argyll's solo leveling Argyll's solo leveling Friends United 2.1 Friends United 2.1 Breaking Glass Breaking Glass [GDJ] _ Dragon Farm [GDJ] _ Dragon Farm Femboy Foundry Femboy Foundry The Ultimate Limitless - TUL The Ultimate Limitless - TUL Arkane 2 Arkane 2 Goon Wars Goon Wars Aeon Automata Aeon Automata Alex's Pack 1.21.1 Alex's Pack 1.21.1 HeliosGamesCZSK HeliosGamesCZSK SimplePack 4 SimplePack 4 Last MC 2025 JTF Last MC 2025 JTF Superhero SMP Cross Addition Superhero SMP Cross Addition PureMash Tech Lite PureMash Tech Lite Chronos Archives Chronos Archives Farmageddon Farmageddon SubCraft Rebirth SubCraft Rebirth BeetleKnight's Beyond BeetleKnight's Beyond Crafted Create Crafted Create Almost enough content Almost enough content Winter Leveling Winter Leveling IM - Industrial Magic IM - Industrial Magic Tech and Guns: Zombie warfare Tech and Guns: Zombie warfare theajpack! theajpack! Erstwhile Journey Erstwhile Journey Karmunism-Refugee Karmunism-Refugee Technology Evolution TE Technology Evolution TE Create: Ultimation Create: Ultimation Ashes and Iron Ashes and Iron Adventure of Tech V Adventure of Tech V MTW Skyblock Reborn MTW Skyblock Reborn Danknum Opus Danknum Opus The Ultimate Limitless - TUL 2 The Ultimate Limitless - TUL 2 Progress - Selects Progress - Selects Howiecraft Howiecraft Spiria Reincarnated Again! Spiria Reincarnated Again! All You Need 2 - AYN 2 All You Need 2 - AYN 2 Factor-e Void Edition Factor-e Void Edition Eternity - Refugievements Eternity - Refugievements 💎 Legend Infinity Project 💎 Legend Infinity Project MagicaIndustries MagicaIndustries Arcadia Unlimited Arcadia Unlimited NeoBox NeoBox Create Areonautics Create Areonautics Xomembers LITE Xomembers LITE Multiversal Misadventures - The Blockhead's Guide to the Galaxy Multiversal Misadventures - The Blockhead's Guide to the Galaxy Fever MC Fever MC Biggess Pack Cat Edition V2 Biggess Pack Cat Edition V2 ZooTech ZooTech Voloron 3 Voloron 3 Guns, Dragons, and Death! Guns, Dragons, and Death! MafiaCraft MafiaCraft Voloron 4 Voloron 4 VOID-BOX2 VOID-BOX2 Meka Tech Meka Tech The Oblivion verse The Oblivion verse Monifactory Monifactory Stargate20 Stargate20 Uncharted Expeditions Uncharted Expeditions SwordCraft Origins SwordCraft Origins Create Perfectionn Create Perfectionn Linggango Linggango Create: Beyond Earth Create: Beyond Earth Dynamic Odyssey Dynamic Odyssey Createch 2 Createch 2 Syntex Gaming Community Syntex Gaming Community Toky Craft Toky Craft RotomWorks RotomWorks A Crazy Adventure: Science & Survival A Crazy Adventure: Science & Survival SkyTech Evolution SkyTech Evolution Galaxy Sky Galaxy Sky Immortal Craft Reimagined Immortal Craft Reimagined TCC - Skyzone TCC - Skyzone KaijuuCraft KaijuuCraft Buddycraft - Oneblock Buddycraft - Oneblock The Convergence I The Convergence I Mystic Sky Mystic Sky Absolute Industrialization Absolute Industrialization ReCraft S8 Project infinity 0.1 ReCraft S8 Project infinity 0.1 Create Even Further Beyond Create Even Further Beyond New Age Science and Technology New Age Science and Technology Fantastic Frontier Fantastic Frontier Xomaps Decay Xomaps Decay

External Resources

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