Electron Microscopy Machine Learning (EMicroML)

emicroml is a Python library for training machine learning models for applications in microscopy.

The source code can be found in the emicroml GitHub repository.

Instructions for installing and uninstalling emicroml

For instructions on installing the emicroml library, see the Instructions for installing and uninstalling emicroml page.

Learning how to use emicroml

For those new to the emicroml library, it is recommended that they take a look at the Examples page, which contain code examples that show how one can use the emicroml library. While going through the examples, readers can consult the emicroml reference guide to understand what each line of code is doing.

Reproducing data of preprints and published papers

arXiv:2509.01075 (2025)

The majority of the data presented in Ref. [Fitzpatrick1] can be reproduced by running all of the examples listed on the page Examples of distortion estimation of CBED patterns.

Contents

Indices and tables