NepTrainKit

Documentation

  • Quick start
  • Workflows
  • Supported formats
  • Features
  • Examples
    • Energy Baseline Shift
    • Select Structures by Index
    • Review Suspicious Structures
    • Review Largest-Error Structures
    • Farthest-Point Sampling
    • Edit Structure Metadata in Batches
    • Training set check and distributions
    • Add or Subtract DFT-D3
    • Learn the Card System with One Workflow
    • NEP Dataset Display Example
    • Descriptor Plotting Example
  • API reference
NepTrainKit
  • Examples

Examples

  • Energy Baseline Shift
    • 1. 先看能量图
    • 2. 按这个例子设置
    • 3. 看结果是否正确
  • Select Structures by Index
    • Enter the Indices
    • Verify Before Processing
  • Review Suspicious Structures
    • Run Both Checks
    • Treat the Selection as a Review List
  • Review Largest-Error Structures
    • 1. 先激活要检查的图
    • 2. 输入要复核的结构数
    • 3. 逐个判断误差来源
  • Farthest-Point Sampling
    • 1. 打开描述符图
    • 2. 第一次这样设置
    • 3. 导出选中的代表结构
  • Edit Structure Metadata in Batches
    • Limit the Edit Scope First
    • Verify the Result Immediately
  • Training set check and distributions
    • Start with the complete training set
    • Inspect Forces and Other Key Fields
  • Add or Subtract DFT-D3
    • 1. 先保存原始数据
    • 2. 泛函必须与原计算一致
    • 3. 看标签是否按预期改变
  • Learn the Card System with One Workflow
    • First, Understand the Buttons on Every Card
    • Build the Example
    • Do Not Confuse a Sequential Chain with Card Group
    • Check the Counts after Running
    • Are You Saving Structures or the Workflow?
  • NEP Dataset Display Example
    • Import data
    • Play a trajectory
    • Filter the dataset
    • Export
  • Descriptor Plotting Example
    • Export the descriptors
    • Plot the distribution
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