QEM - Quantitative Electron Microscopy

Welcome to QEM (Quantitative Electron Microscopy), a comprehensive Python package for analyzing atomic-resolution electron microscopy images. QEM provides robust, fast, and user-friendly tools for quantitative analysis in advanced microscopy.

Key Features:

• Atomic Model Refinement: Precisely determine scattering cross-sections, atomic positions, and atom counts

• High-Performance Computing: GPU acceleration through Keras with multiple backend support

• Flexible Framework: Built on Keras with JAX, TensorFlow, and PyTorch backend options

• Scientific Integration: Seamless workflow with computational materials modeling via ASE

Quick Links

🚀 Getting Started

New to QEM? Start with Installation and Quick Start Guide

📚 Tutorials

Step-by-step guides at Tutorials

🔧 API Reference

Complete reference at API Reference

💡 Examples

Real-world examples at Basic Analysis Tutorial

Installation

Install QEM using pip:

pip install qem

Or for development:

git clone https://github.com/zezhong-zhang/qem.git
cd qem
pip install -e .

Indices and Tables

• Index

• Module Index

• Search Page