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afm-training

Training models for Atomic Force Microscopy

fast_smart_scanning

ferrosim

Ferroelectric Simulation using a discrete Landau formulation on a 2D grid

ferrosim_env

Reinforcement Learning Environment for 2D FerroSim

gds_course

GDS Short Course - Deep Learning for Image Processing Applications: Learning physics from imaging data: mesoscopic and stochastic systems

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ising_sim

Ising Model Simulation

keras

Deep Learning for humans

kmc-svpg

Code for distributed Stein variational policy gradient on a kinetic monte-carlo materials synthesis environment

kmcenvironment

kmcsim

ml-electronmicroscopy-2023

ml_in_ms_python_workshop

Machine Learning in Materials Science with python Workshop (CNMS User Meeting 2018)

ml_summer_course

This is a repository setup for the Machine Learning in Microscopy Virtual Summer School

mlsocket

python socket that can send numpy arrays and ml models

mlstem2024

Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024

nanonispy

A small library written in python 3 to parse Nanonis binary and ascii files

pycroscopy

A suite of utilities for image processing and scientific analysis of nanoscale imaging modalities such as multi-frequency scanning probe microscopy, scanning tunneling spectroscopy, x-ray diffraction microscopy, and transmission electron microscopy. Classes implemented here are ported to a high performance computing platform at Oak Ridge National Laboratory.

pycroscopy-feedstock

A conda-smithy repository for pycroscopy.

pynsid-feedstock

A conda-smithy repository for pynsid.

pyroved

Invariant representation learning from imaging and spectral data

pyusid-feedstock

A conda-smithy repository for pyusid.

scifireaders-feedstock

A conda-smithy repository for scifireaders.

scikit-tensor

Python library for multilinear algebra and tensor factorizations

sho_fitter

SHO fitter combining NN and LS optimizer

sidpy-feedstock

A conda-smithy repository for sidpy.

webapp_test

Testing webapps