Alternatives and similar repositories for stem-learning

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

• quantitativeTEM / StatSTEM
  ☆60Updated 4 months 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
• ManifoldsHu / FourDExplorer
  4DExplorer: Four dimensional scanning transmission electron microscopy (4D-STEM) imaging, reconstruction and data analysis.
  ☆29Updated 7 months ago
• lerandc / construction_zone
  Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind
  ☆15Updated 11 months ago
• xinhuolin / AtomSegNet
  AtomSegNet
  ☆52Updated 3 years ago
• py4dstem / py4DSTEM_tutorials
  Sample code for py4DSTEM
  ☆61Updated 2 weeks ago
• AndreasLeitherer / ai4stem
  AI-based analytical tools for the analysis of STEM images.
  ☆12Updated last year
• Ivanlh20 / tk_r_em
  Deep convolutional neural networks to restore single-shot electron microscopy images
  ☆46Updated last year
• xinhuolin / TEM-ImageNet-v1.3
  TEM-ImageNet
  ☆34Updated 5 years ago
• ziatdinovmax / atomai
  Deep and machine learning for atomic-scale and mesoscale data
  ☆12Updated 7 months ago
• abTEM / abTEM
  ab initio Transmission Electron Microscopy
  ☆276Updated this week
• AET-MetallicGlass / Supplementary-Data-Codes
  This folder contains the source codes and data for the metallic glass paper
  ☆33Updated last year
• Ivanlh20 / multem
  MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…
  ☆76Updated 7 months ago
• JJPPeters / Strainpp
  Implementation of geometric phase analysis (GPA) in C++
  ☆33Updated 3 years ago
• jacobjma / PyQSTEM
  A Python interface to the electron microscopy simulation program QSTEM
  ☆64Updated 5 years ago
• PyJEM / PyJEM
  ☆46Updated last month
• hexane360 / phaser
  A fully-featured package for multislice electron ptychography
  ☆35Updated this week
• ePSIC-DLS / particlespy
  Package for analysing particles in electron microscopy data sets.
  ☆20Updated 7 months ago
• FWin22 / drprobe_interface
  Python interface for the Dr. Probe command line tools
  ☆12Updated 4 years ago
• HamishGBrown / MuSTEM
  Open source version of the MuSTEM multislice electron microscopy simulation code, developed at the University of Melbourne.
  ☆60Updated 5 years ago
• WarwickMicroscopy / Felix
  Felix: Bloch wave method diffraction pattern simulation software
  ☆18Updated 11 months ago
• instamatic-dev / instamatic
  Python program for automated electron diffraction data collection
  ☆59Updated 3 weeks ago
• sukhsung / ronchigram
  ☆17Updated 11 months ago
• prism-em / prismatic
  C++/CUDA package for parallelized simulation of image formation in Scanning Transmission Electron Microscopy (STEM) using the PRISM and m…
  ☆86Updated last week
• artemmaksov / ORNL-DeepLearningForAtomicScaleDefectTracking
  Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2
  ☆13Updated 7 years ago
• dillanchang / deep-phase-imaging
  ☆19Updated last year
• ercius / openNCEM
  A collection of packages and tools for electron microscopy data analysis supported by the National Center for Electron Microscopy facilit…
  ☆66Updated last month
• stemtool / stemtool
  A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality
  ☆30Updated last year
• HamishGBrown / py_multislice
  A GPU accelerated Python multislice slice code
  ☆29Updated last year
• QSTEM / QSTEM
  STEM/TEM/Coherent CBED image simulations
  ☆54Updated 8 years ago