Alternatives and similar repositories for stem-learning

Users that are interested in stem-learning are comparing it to the libraries listed below

• xinhuolin / TEM-ImageNet-v1.3
  TEM-ImageNet
  ☆29Updated 4 years ago
• quantitativeTEM / StatSTEM
  ☆58Updated last month
• xinhuolin / AtomSegNet
  AtomSegNet
  ☆42Updated 3 years ago
• pycroscopy / AICrystallographer
  Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automate…
  ☆36Updated 4 years ago
• lerandc / construction_zone
  Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind
  ☆14Updated 3 months ago
• py4dstem / py4DSTEM_tutorials
  Sample code for py4DSTEM
  ☆49Updated last month
• ManifoldsHu / FourDExplorer
  4DExplorer: Four dimensional scanning transmission electron microscopy (4D-STEM) imaging, reconstruction and data analysis.
  ☆23Updated last week
• ePSIC-DLS / particlespy
  Package for analysing particles in electron microscopy data sets.
  ☆19Updated last week
• ziatdinovmax / atomai
  Deep and machine learning for atomic-scale and mesoscale data
  ☆12Updated this week
• jacobjma / PyQSTEM
  A Python interface to the electron microscopy simulation program QSTEM
  ☆62Updated 4 years ago
• artemmaksov / ORNL-DeepLearningForAtomicScaleDefectTracking
  Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2
  ☆14Updated 6 years ago
• Ivanlh20 / tk_r_em
  Deep convolutional neural networks to restore single-shot electron microscopy images
  ☆42Updated 6 months ago
• JJPPeters / Strainpp
  Implementation of geometric phase analysis (GPA) in C++
  ☆29Updated 2 years ago
• AET-MetallicGlass / Supplementary-Data-Codes
  This folder contains the source codes and data for the metallic glass paper
  ☆30Updated 8 months ago
• FangLinF / CalAtom
  The software of CalAtom
  ☆20Updated 3 years ago
• gduscher / MSE672-Introduction-to-TEM
  MSE672 Course of the MSE Department at UTK in the Spring Semester 2025
  ☆14Updated 2 months ago
• ziatdinovmax / Notebooks-for-papers
  Jupyter notebooks describing data analysis procedures for my published/submitted papers
  ☆13Updated 4 years ago
• pycroscopy / pyTEMlib
  TEM data quantification library through a model-based approach
  ☆18Updated last month
• AET-AmorphousMaterials / Supplementary-Data-Codes
  ☆18Updated 2 years ago
• din14970 / pyMatchSeries
  a python wrapper for matchSeries
  ☆14Updated 7 months ago
• Jeffrey-Ede / datasets
  Visualization of electron microscopy datasets with deep learning
  ☆23Updated 4 years ago
• WarwickMicroscopy / Felix
  Felix: Bloch wave method diffraction pattern simulation software
  ☆17Updated 4 months ago
• FWin22 / drprobe_interface
  Python interface for the Dr. Probe command line tools
  ☆12Updated 4 years ago
• genfire-em / GENFIRE-Python
  Python implementation of GENFIRE (GENeralized Fourier Iterative REconstruction) for 3D image reconstruction from arbitrarily oriented 2D …
  ☆22Updated 7 years ago
• pycroscopy / stemtool
  A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality
  ☆18Updated 6 months ago
• ptim0626 / scanning-drift-corr
  Correction of nonlinear and linear scanning probe artifacts using orthogonal scan pairs.
  ☆16Updated 3 years ago
• poyentung / sigma
  Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)
  ☆20Updated last year
• HamishGBrown / py_multislice
  A GPU accelerated Python multislice slice code
  ☆29Updated 5 months ago
• dillanchang / deep-phase-imaging
  ☆18Updated 6 months ago
• joverbee / pyEELSMODEL
  A python library for the quantification of eels spectra based on a modernised EELSMODEL
  ☆19Updated 5 months ago