/cryoEM-scripts

Misceallenous scripts for cryoEM data collection and processing

Primary LanguagePython

cryoEM-scripts

Misceallenous scripts for cryoEM data collection and processing

cluster_images

Script used to cluster Krios images collected with beam shift. This script computes clusters using the Kmeans algorithm based on x/y beam shift data (Beamshift_input.txt file), and clusters images accordingly.

cryoML_CNN_analyzer

This script uses a convolutional neural network to discriminate between good and bad cryoEM images and clusters them accordingly. The CNN model (cryoML_CNN_model.model) was trained on thoushands of experimental Krios images (containing good/bad ice, CTF, particle density, etc..)

house_keeping

Simple script to manage cryoEM images.