Projects in Awesome Lists by pycroscopy

https://github.com/pycroscopy/pycroscopy

Scientific analysis of nanoscale materials imaging data

afm atom atomic-force-microscopy electron-microscopy fft imaging infrared machine-learning materials-science microscopy raman scanning scanning-probe-microscopy scanning-tunnelling-microscopy signal-processing spectroscopy statistics stem stm visualization

Last synced: 15 May 2025

https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy

deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders

Last synced: 04 Apr 2025

https://github.com/pycroscopy/aicrystallographer

Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automated analysis of atomically resolved images

Last synced: 02 Mar 2026

https://github.com/pycroscopy/pyusid

Framework for storing, visualizing, and processing Universal Spectroscopic and Imaging Data (USID)

data hdf5 imaging parallel-computing spectroscopy

Last synced: 10 Mar 2026

https://github.com/pycroscopy/aistem_workshop_2020

Materials for "AI for Atoms: How to Machine Learn STEM" Workshop

Last synced: 11 Apr 2025

https://github.com/pycroscopy/pytemlib

TEM data quantification library through a model-based approach

Last synced: 16 Jan 2026

https://github.com/pycroscopy/stemtool

A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality

4d-stem eels electron-microscopy

Last synced: 11 Apr 2025

https://github.com/pycroscopy/scifireaders

Tools for extracting data and metadata from scientific data files

Last synced: 03 Apr 2025

https://github.com/pycroscopy/sidpy

Python utilities for storing, processing, and visualizing spectroscopic and imaging data

Last synced: 10 Apr 2025

https://github.com/pycroscopy/spm_ml_school_2021

Virtual School – “Machine Learning and Automated Experiment in Scanning Probe Microscopy" at ORNL, October 4-7, 2021

Last synced: 11 Apr 2025

https://github.com/pycroscopy/cnms_ml_in_ms_workshop_2019

Machine Learning in Materials Science: An Introduction through Python. Workshop as part of CNMS User Meeting 2019

Last synced: 05 Mar 2026

https://github.com/pycroscopy/pyautomic

Last synced: 19 Jun 2025

https://github.com/pycroscopy/cnms_ml_in_ms_workshop_2018

CNMS User Meeting Workshop 2018: Machine learning in Materials Science with Python

Last synced: 11 Apr 2025

https://github.com/pycroscopy/cnms_um_2018_spima

Introduction to Spectral and Image processing in Python

notebooks

Last synced: 11 Apr 2025

Last synced: 27 Oct 2025

Last synced: 11 Apr 2025

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