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HongboZhang-z3d

PROFILE

Hongbozhang-z3d

Developed and released iprophit v1.0.0 within the bioconda/bioconda-recipes repository, delivering a deep learning package for inducible prophage activity detection in DNA sequences. The work involved establishing a robust package structure with comprehensive metadata, build instructions, and automated testing commands to ensure reproducibility and ease of onboarding. Integrated essential dependencies such as PyTorch and Biopython to support model deployment within Conda environments, enabling seamless adoption by the bioinformatics community. Focused on Python and YAML for implementation and configuration, the contribution expanded the available toolkit for DNA sequence analysis by providing machine learning-driven prophage detection capabilities in research workflows.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
55
Activity Months1

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 monthly summary for bioconda/bioconda-recipes: Delivered iprophit v1.0.0, a new deep learning package for inducible prophage activity detection in DNA sequences. Established foundational structure including metadata, build instructions, and testing commands; integrated core dependencies PyTorch and Biopython. Release commit 0c201202a4bf1939a4408fbbe1edbfae6b46303e. No major bugs fixed this month. Impact: provides researchers with ML-driven prophage detection within Conda workflows, accelerating DNA sequence analysis and expanding the bioinformatics toolkit. Technologies/skills demonstrated: PyTorch, Biopython, deep learning model packaging, Conda packaging, metadata management, test automation.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

YAML

Technical Skills

Pythonbioinformaticsdeep learningpackage management

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

bioconda/bioconda-recipes

Mar 2026 Mar 2026
1 Month active

Languages Used

YAML

Technical Skills

Pythonbioinformaticsdeep learningpackage management