Use DR-BERT
Official Neurosnap webserver for accessing DR-BERT online.
Overview
DR-BERT is a compact protein language model designed to annotate intrinsically disordered regions (IDRs) in proteins. Unlike traditional tools that rely on evolutionary or biophysical features, DR-BERT leverages pretraining on large-scale protein datasets to learn contextual information. This innovative approach achieves statistically significant improvements in predicting disordered regions, offering researchers a high-accuracy, lightweight alternative for protein annotation.
Neurosnap Overview
The DR-BERT online webserver allows anybody with a Neurosnap account to run and access DR-BERT, no downloads required. Information submitted through this webserver is kept confidential and never sold to third parties as detailed by our strong terms of service and privacy policy.
View PaperFeatures
- Pretrained on extensive unannotated protein datasets for enhanced contextual learning.
- Does not rely on evolutionary or biophysical features, simplifying input requirements.
- Outperforms several existing methods on gold standard datasets with statistically significant accuracy.
- Compact and efficient, suitable for high-throughput protein annotation tasks.
- Web application available for easy access and real-time annotation tasks.
Statistics
Neurosnap periodically calculates runtime statistics based on job execution data. These estimates provide a general guideline for how long your job may take, but actual runtimes can vary significantly depending on factors like input size or settings used.
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API Request
Access DR-BERT using the Neurosnap API by sending a request using any programming language with HTTP support. To safely generate an API key, visit the API tab of your overview page.
Job Note
Provide a name or description for your job to help you organize and track its results. This input is solely for organizational purposes and does not impact the outcome of the job.
Configuration & Options
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