• Home
  • Blog
  • Tutorials
  • Docs
    DeePMD-kit

    DP-GEN

    dpdata

    DPDispatcher

    ABACUS

    DeepFlame

    DPTI

  • Publications
  • GitHub
  • Home
  • Blog
  • Tutorials
  • Docs
  • Publications
  • GitHub
Skip to main content
Ctrl+K

DeepModeling Tutorial 0.1 documentation

Getting Started

  • 1. Using DeePMD-Kit
    • 1.1. Introduction
    • 1.2. Installation
    • 1.3. Theory
    • 1.4. How to Setup a DeePMD-kit Training within 5 Minutes
    • 1.5. Handson-Tutorial(v2.0.3)
  • 2. Using DP-GEN
    • 2.1. Install DP-GEN
    • 2.2. Hands-on tutorial for DP-GEN (v0.10.6)

Case Studies

  • 1. Practical-Guidelines-for-DP
    • 1.1. Practical Guidelines for DP
  • 2. Convergence-Test
    • 2.1. Convergence Test
  • 3. Gas-Phase
    • 3.1. Simulation of the oxidation of methane
  • 4. Mg-Y_alloy
    • 4.1. Mg-Y alloy system
  • 5. Transfer-learning
    • 5.1. Transfer-learning

Resources

  • 1. Learning Resources
  • 2. Writing Tips

Q & A

  • Q & A
  • .rst

Using DeePMD-Kit

1. Using DeePMD-Kit#

This tutorial tell you how to use DeePMD-kit,for detail information, you can check DeePMD-kit Doc

Introduction

  • 1.1. Introduction

Easy Install

  • 1.2. Installation
    • 1.2.1. Install off-line packages
    • 1.2.2. Install with conda
    • 1.2.3. Install with docker
    • 1.2.4. Verify the installation

Theory

  • 1.3. Theory

QuickStart

  • 1.4. How to Setup a DeePMD-kit Training within 5 Minutes
    • 1.4.1. Tutorial Data
    • 1.4.2. Preparing Data
    • 1.4.3. Training
    • 1.4.4. Freeze/Compress the Model

Hands-on Tutorial

  • 1.5. Handson-Tutorial(v2.0.3)
    • 1.5.1. Workflow of the DeePMD-kit
    • 1.5.2. Example: a gas-phase methane molecule
    • 1.5.3. Summary

previous

Welcome to DeepModeling Tutorial!

next

1.1. Introduction

By DeepModeling Community

© Copyright 2022, DeepModeling Community.

京ICP备20010051号-8