Published January 27, 2025
| Version v1.0
Computational notebook
Open
RNA-Protein Interaction Prediction Using Network-Guided Deep Learning
Authors/Creators
Description
RNA-protein interactions are critical to various life processes, including fundamental translation and gene regulation. Identifying these interactions is vital for understanding the mechanisms underlying life processes. Then, ZHMolGraph is an advanced pipeline that integrates graph neural network sampling strategy and unsupervised large language models to enhance binding predictions for novel RNAs and proteins.
Files
data.zip
Files
(1.2 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:d118b2929b65d91cb428bcea39aed085
|
75.7 MB | Preview Download |
|
md5:23eb67142ff263a399abfdc9d20a79be
|
71.5 MB | Preview Download |
|
md5:85399304847532e26c5032cfefabcccb
|
13.5 MB | Preview Download |
|
md5:99e5baef4bbf7fb6d0f33f4617429b42
|
35.0 MB | Preview Download |
|
md5:9f0f9a85f819d1861f484101a20b78c8
|
976.6 MB | Preview Download |
|
md5:83d2b382f1f782827ce0982e9506420c
|
97.8 kB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/Zhaolab-GitHub/ZHMolGraph (URL)
Dates
- Submitted
-
2025-01-27