基于这些发展,作者开发了UniDL4BioPep,这是一种通用的深度学习模型体系结构,用于生物活性肽二元分类建模中的转移学习。它可以直接帮助用户训练一个具有固定架构的高性能深度学习模型,并实现先进的性能,以满足高效的新型生物活性肽发现的需求。这是第一次将预先训练好的生物语言模型用于肽嵌入,并通过对这些肽嵌入的大...
Webserver for DPPIV CNN_architecture.jpg GPU_UniDL4BioPep_template_for_other_bioactivity.ipynb Pretrained_model_usage_template.ipynb README.md Requirement.md UniDL4BioPep_FL_template_for_other_bioactivity.ipynb UniDL4BioPep_template_for_other_bioactivity.ipynb licenseBreadcrumbs...
This is the webserver version of UniDL4BioPep at https://github.com/dzjxzyd/UniDL4BioPep. Webserver is deployed on AWS AppRunner at https://nepc2pvmzy.us-east-1.awsapprunner.com/. It is worthing noting, AWS AppRunner can only support keras 2 and tensorflow (2.12.1, based on our...
9. Anti-MRSA strains activity Webserver for DPPIV CNN_architecture.jpg GPU_UniDL4BioPep_template_for_other_bioactivity.ipynb Pretrained_model_usage_template.ipynb README.md Requirement.md UniDL4BioPep_FL_template_for_other_bioactivity.ipynb UniDL4BioPep_template_for_other_bioactivity.ipynb licenseBre...
GPU_UniDL4BioPep_template_for_other_bioactivity.ipynb Pretrained_model_usage_template.ipynb README.md Requirement.md UniDL4BioPep_FL_template_for_other_bioactivity.ipynb UniDL4BioPep_template_for_other_bioactivity.ipynb license Breadcrumbs UniDL4BioPep / UniDL4BioPep_template_for_other_bioactivity.ipyn...
Webserver for DPPIV CNN_architecture.jpg GPU_UniDL4BioPep_template_for_other_bioactivity.ipynb Pretrained_model_usage_template.ipynb README.md Requirement.md UniDL4BioPep_FL_template_for_other_bioactivity.ipynb UniDL4BioPep_template_for_other_bioactivity.ipynb licenseBreadcrumbs UniDL4BioPep/ ...
4. Umami 5. Antimicrobial activity 6. Antimalarial activity-alternative 6. Antimalarial activity-main 7. Quorum sensing activity 8. ACP Anticancer activity-alternative 8. ACP Anticancer activity-main 9. Anti-MRSA strains activity Webserver for DPPIV CNN_architecture.jpg GPU_UniDL4BioPep_template_for...