SchNetPack

Get Started

  • Installation
  • Training your first models

User guide

  • Overview
  • Configuration and CLI
  • Running MD simulations with the CLI

Tutorials

  • Preparing and loading your data
  • Training a neural network on QM9
  • Training a model on forces and energies
  • Molecular dynamics in SchNetPack
  • Force Fields for Materials

How-To

  • Batchwise structure optimization is deprecated and will be upgraded soon
  • SchNetPack Ensemble Calculator for Atomistic Simulations
  • LAMMPS Interface

Reference

  • schnetpack
  • schnetpack.atomistic
  • schnetpack.data
  • schnetpack.datasets
  • schnetpack.task
  • schnetpack.model
  • schnetpack.representation
  • schnetpack.nn
  • schnetpack.train
  • schnetpack.transform
  • schnetpack.md
SchNetPack
  • Overview: module code

All modules for which code is available

  • atomistic.atomwise
  • atomistic.response
  • data.atoms
  • data.datamodule
  • data.loader
  • data.sampler
  • data.stats
  • datasets.ani1
  • datasets.iso17
  • datasets.materials_project
  • datasets.md17
  • datasets.omdb
  • datasets.qm9
  • md.calculators.base_calculator
  • md.calculators.ensemble_calculator
  • md.calculators.lj_calculator
  • md.calculators.orca_calculator
  • md.calculators.schnetpack_calculator
  • md.data.hdf5_data
  • md.data.spectra
  • md.initial_conditions
  • md.integrators
  • md.neighborlist_md
  • md.parsers.orca_parser
  • md.simulation_hooks.barostats
  • md.simulation_hooks.barostats_rpmd
  • md.simulation_hooks.basic_hooks
  • md.simulation_hooks.callback_hooks
  • md.simulation_hooks.thermostats
  • md.simulation_hooks.thermostats_rpmd
  • md.simulator
  • md.system
  • md.utils.normal_model_transformation
  • md.utils.thermostat_utils
  • model.base
  • representation.painn
  • representation.schnet
  • schnetpack.md.simulation_hooks.basic_hooks
  • schnetpack.nn.activations
  • schnetpack.nn.base
  • schnetpack.nn.blocks
  • schnetpack.nn.cutoff
  • schnetpack.nn.equivariant
  • schnetpack.nn.radial
  • schnetpack.nn.scatter
  • schnetpack.nn.so3
  • schnetpack.nn.utils
  • task
  • train.callbacks
  • train.lr_scheduler
  • transform.atomistic
  • transform.base
  • transform.casting
  • transform.neighborlist
  • units

© Copyright 2023, Kristof T. Schütt, Stefan S. P. Hessmann, Niklas W. A. Gebauer, Jonas Lederer, Michael Gastegger.

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