Skip to content
aim2dat documentation
aim2dat.ml
Initializing search
    aim2dat
    • Installation
    • User Guide
    • Examples
    • Python API
    • AiiDA Processes
    • Changelog
    aim2dat
      • Overview and Package Dependencies
        • Windows operating systems
        • Linux operating systems
      • Overview
      • Structural Analysis
        • Representation of molecules and crystals
        • Handling multiple structures at once
        • Interfaces to online databases and random crystal generation
        • Creating surfaces from bulk crystals
      • High-throughput Workflows
        • Handling complex workflows using the workflow builders
        • Running high-throughput calculations using CP2K
      • Plots
        • Plotting with the SimplePlot class
        • Common features
        • Subplots and grids
      • Function Analysis
      • Machine Learning
        • Scikit-learn integration
      • Example List
        • Creating a discretized grid to analyse functions
        • Comparing two functions on a discretized grid
        • Plotting the band structure and projected density of states (pDOS) from CP2K output-files
        • Plotting the band structure and projected density of states (pDOS) from FHI-aims output files
        • Plotting the band structure, projected density of states (pDOS) and thermal properties from phonopy output-files
        • Plotting the band structure and projected density of states (pDOS) from Quantum ESPRESSO output-files
        • Plotting the band structure and projected density of states (pDOS) from Materials Project
        • Plotting atomic partial charges from Critic2 output-files
        • Plotting planar fields from Critic2 output files
        • Using the SimplePlot class as a flexible plotting framework
        • How to use the plots package to plot a x-ray absorption spectrum
        • Calculating the coordination numbers for different atomic sites
        • Querying the structure pool for the Cs-Te binary system
        • Calculating the F-Fingerprint to compare crystal structures
      • aim2dat
        • Subpackages
          • aim2dat.aiida_data
            • Submodules
              • aim2dat.aiida_data.gaussian_cube_data
              • aim2dat.aiida_data.surface_data
          • aim2dat.aiida_workflows
            • Submodules
              • aim2dat.aiida_workflows.utils
              • aim2dat.aiida_workflows.workflow_builder
          • aim2dat.fct
            • Submodules
              • aim2dat.fct.discretization
              • aim2dat.fct.fingerprint
              • aim2dat.fct.function_comparison
              • aim2dat.fct.hull
              • aim2dat.fct.smearing
          • aim2dat.io
            • Subpackages
              • aim2dat.io.cp2k
                • Submodules
                  • aim2dat.io.cp2k.bands_dos
                  • aim2dat.io.cp2k.restart
                  • aim2dat.io.cp2k.stdout
            • Submodules
              • aim2dat.io.cif
              • aim2dat.io.critic2
              • aim2dat.io.fhi_aims
              • aim2dat.io.phonopy
              • aim2dat.io.qe
              • aim2dat.io.utils
              • aim2dat.io.xmgrace
              • aim2dat.io.yaml
              • aim2dat.io.zeo
          • aim2dat.ml
            • Submodules
              • aim2dat.ml.cell_grid_search
              • aim2dat.ml.kernels
              • aim2dat.ml.metrics
              • aim2dat.ml.transformers
              • aim2dat.ml.utils
          • aim2dat.ml
            • Submodules
              • aim2dat.ml.cell_grid_search
              • aim2dat.ml.kernels
              • aim2dat.ml.metrics
              • aim2dat.ml.transformers
              • aim2dat.ml.utils
          • aim2dat.plots
          • aim2dat.strct
            • Subpackages
              • aim2dat.strct.ext_analysis
                • Submodules
                  • aim2dat.strct.ext_analysis.decorator
              • aim2dat.strct.ext_manipulation
                • Submodules
                  • aim2dat.strct.ext_manipulation.add_structure
                  • aim2dat.strct.ext_manipulation.decorator
            • Submodules
              • aim2dat.strct.strct_io
          • aim2dat.utils
            • Subpackages
              • aim2dat.utils.data
                • Submodules
                  • aim2dat.utils.data.atomic_radii
                  • aim2dat.utils.data.electronegativity
            • Submodules
              • aim2dat.utils.chem_formula
              • aim2dat.utils.dict_tools
              • aim2dat.utils.element_properties
              • aim2dat.utils.maths
              • aim2dat.utils.space_groups
              • aim2dat.utils.units
      • AiiDA Processes
      • Changelog
    • Submodules

    aim2dat.ml¶

    Functions and classes to process data for machine learning.

    Submodules¶

    • aim2dat.ml.cell_grid_search
    • aim2dat.ml.kernels
    • aim2dat.ml.metrics
    • aim2dat.ml.transformers
    • aim2dat.ml.utils
    Back to top
    Previous aim2dat.io.zeo
    Next aim2dat.ml.cell_grid_search
    © Copyright 2024, aim2dat developers.
    Created using Sphinx 7.2.6. and Sphinx-Immaterial