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DeepModeling Tutorial
devel

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

Case Studies

  • 1. Practical-Guidelines-for-DP
  • 2. Convergence-Test
  • 3. Gas-Phase
  • 4. Mg-Y_alloy
  • 5. Transfer-learning

Resources

  • 1. Learning Resources
  • 2. Writing Tips

Q & A

  • Q & A
DeepModeling Tutorial
  • 1. Using DeePMD-Kit
  • Edit on GitHub

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
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