cgao-stem Goto Github PK

06_python_object_class

Object-oriented programming (OOP) is a method of structuring a program by bundling related properties and behaviors into individual objects. In this tutorial, you’ll learn the basics of object-oriented programming in Python.

4d-biostem

abtem

ab initio Transmission Electron Microscopy

analysis_of_scanning_electron_microscopy_data

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

cornell_em_summerschool_2021

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

electron_diffraction_simulation

Electron Diffraction Simulation

exercise

exercise for nndl

genfire_matlab_arjun

getdpc

A set of Python-based DPC Analysis Tools for Nion Swift and iPython Notebooks

hyperspy_workshop_2021

This repository contains the notebooks used for the 2021 Hyperspy Workshop at ePSIC, Diamond Light Source.

jupyter

mathstatscode

Codes for my mathematical statistics course

ml-electronmicroscopy-2023

mlstem2024

Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024

mse672-introduction-to-tem

MSE672 Course of the MSE Department at UTK in the Spring Semester 2021

nndl-exercise-ans

Solutions for nndl/exercise

notes-python

中文 Python 笔记

numericaloptimization_basicalgorithm

Optimization Algorithm: convex optimization; numerical optimization

numfys_rus

Лабораторные работы по физике на языке Python

phase-recovery

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

pml_workshops

The WashU Physics Machine Learning Club puts jupyter notebooks we will be using internally in this repo. We do not claim authorship of the notebooks.

ptycho_stem

Codes for recontrusting phase image of materials based on ptychography

ptychography

ptychography-2

ptychography-reconstruction-by-wdd-method-and-aberration-measurement

WDD

ptychosampling

Code for ptychography with tensorflow

ptylab.py

Python implementation of ptylab