Voxelium-apex: a package for cryoEM/cryoET heterogeneity reconstruction analysis and visualization
Project description
Voxelium-apex
This repository contains the voxelium-apex codes -- a package for cryoEM/cryoET heterogeneity reconstruction analysis and visualization.
Installation
Install from PyPI
First create and activate a Conda or standard Python virtual environment. Then install the prebuilt wheels distributed via PyPI:
pip install voxelium-apex
Build from source
After cloning the repository and navigating (cd) into the project directory, first create and activate a Conda or standard Python virtual environment.
pip install .
3D Spectral Heterogeneity Analysis (SHA)
Run vxm-apex -h to see a list of modules.
To run the analysis, the sha3D module can be run as follows:
vxm-apex sha3d <input_star_data> <log_directory> --gpu 0
Here, <input_star_data> is an input STAR-file containing all the particles with CTF and pose parameters set.
<log_directory> will contain the results of the job.
NOTE: Adding --preload speeds things up considerably, assuming the dataset fits in memory.
NOTE: You need to install extension for this, see above.
SHA3D Visualization
To visualize the results run:
vxm-apex sha3d_viewer <log_directory>
In the above, <log_directory> is the path to the directory containing the results of the SHA3D analysis, see above.
🤝 Contributor covenant code of conduct
This project adheres to the Contributor Covenant code of conduct. By participating, you are expected to uphold this code. Please report unacceptable behavior to opensource@chanzuckerberg.com.
Responsible Use: We are committed to advancing the responsible development and use of artificial intelligence. Please follow our Acceptable Use Policy when engaging with the model.
🔒 Security
If you believe you have found a security issue, please responsibly disclose by contacting us at security@chanzuckerberg.com.
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