MatterTune

Getting Started

  • Introduction
  • Motivation
  • Installation Guide

User Guide

  • Datasets
  • Fine-Tuning a Pre-trained Model
  • Model Usage Guide
  • Training Configuration Guide
  • Normalization
  • Advanced: Lightning Integration

Advanced Features

  • Accelerate Foundation Models via Message-Passing Pruning and Graph Partitioning

Model Backbones

  • UMA Backbone
  • MACE Backbone
  • MatterSim Backbone
  • Nequip/Allegro Backbone
  • EquiformerV2 Backbone
  • JMP Backbone
  • ORB Backbone
  • M3GNet Backbone

Development

  • API Reference
    • mattertune.backbones
      • mattertune.backbones.eqV2
      • mattertune.backbones.jmp
      • mattertune.backbones.m3gnet
      • mattertune.backbones.mace_foundation
      • mattertune.backbones.mattersim
      • mattertune.backbones.nequip_foundation
      • mattertune.backbones.orb
      • mattertune.backbones.uma
      • mattertune.backbones.util
    • mattertune.callbacks
    • mattertune.data
    • mattertune.finetune
    • mattertune.loggers
    • mattertune.main
    • mattertune.normalization
    • mattertune.registry
    • mattertune.wrappers
  • Contributing to MatterTune
  • License Information
MatterTune
  • API Reference
  • mattertune.backbones
  • View page source

mattertune.backbones

Modules

eqV2

jmp

m3gnet

mace_foundation

mattersim

nequip_foundation

orb

uma

util

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