Difference between revisions of "Deepbgc"
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(Created page with "Category:SoftwareCategory:Phylogenetics {|<!--CONFIGURATION: REQUIRED--> |{{#vardefine:app|deepbgc}} |{{#vardefine:url|https://github.com/Merck/deepbgc}} <!--CONFIGURA...") |
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* HPC_{{uc:{{#var:app}}}}_DIR - installation directory | * HPC_{{uc:{{#var:app}}}}_DIR - installation directory | ||
* HPC_{{uc:{{#var:app}}}}_BIN - executable directory | * HPC_{{uc:{{#var:app}}}}_BIN - executable directory | ||
| + | DEEPBGC_DATA - data directory | ||
<!--Configuration--> | <!--Configuration--> | ||
Revision as of 20:08, 25 September 2020
Description
DeepBGC detects BGCs in bacterial and fungal genomes using deep learning. DeepBGC employs a Bidirectional Long Short-Term Memory Recurrent Neural Network and a word2vec-like vector embedding of Pfam protein domains. Product class and activity of detected BGCs is predicted using a Random Forest classifier.
Environment Modules
Run module spider deepbgc to find out what environment modules are available for this application.
System Variables
- HPC_DEEPBGC_DIR - installation directory
- HPC_DEEPBGC_BIN - executable directory
DEEPBGC_DATA - data directory