Awesome BioinformaticsWhitepaper

Statistics Dashboard ​

Technical Whitepaper Entry ​

• Project Overview — Knowledge base positioning, vision, and recommended reading path
• Learning Path — Four-level progressive curriculum and required reading
• References and Related Projects — Classic papers by domain, must-read reviews, and competitive analysis
• Evolution Notes — Three-phase evolution history, technical debt, and future roadmap
• CLI Workflow Reference — Complete command manual and CI/CD integration guide

Categories ​

• Sequence Alignment — Algorithms for comparing and aligning biological sequences (19 algorithms)
• Sequence Assembly — Algorithms for reconstructing complete sequences from short… (14 algorithms)
• Variant Calling — Algorithms for detecting genomic variations (14 algorithms)
• Gene Expression Analysis — Algorithms for analyzing gene expression levels (12 algorithms)
• Protein Structure Prediction — Algorithms for predicting protein 3D structures (14 algorithms)
• Phylogenetics — Algorithms for building and analyzing evolutionary trees (12 algorithms)
• Functional Annotation — Algorithms for predicting gene and protein functions (12 algorithms)
• Data Compression — Algorithms for compressing bioinformatics data (10 algorithms)
• Single-Cell Genomics — Algorithms for single-cell genomics and transcriptomics (15 algorithms)
• Metagenomics — Algorithms for microbial community genomics (14 algorithms)
• Epigenomics — Algorithms for analyzing epigenetic modifications (6 algorithms)
• Gene Prediction — Algorithms for gene structure prediction and annotation (12 algorithms)
• Population Genetics — Algorithms for population genetic structure and evolution (12 algorithms)
• Spatial Omics — Algorithms for spatially-resolved omics data (10 algorithms)
• Graph Genomics — Algorithms based on graph representations of genomes (9 algorithms)
• Protein Language Model — Protein analysis using large-scale pre-trained models (10 algorithms)

Latest Additions ​

• DeepSomatic (2024) — 基于深度学习的体细胞变异检测
• Chai-1 (2024) — 多模态生物分子结构预测与药物发现
• Boltz-1 (2024) — 开源端到端生物分子结构预测
• AlphaFold3 (2024) — 统一预测蛋白质及生物分子复合体三维结构
• scVI-tools (2023) — 深度生成模型驱动的单细胞组学分析
• WFA2-lib (2023) — 波前算法的自适应超快速序列比对
• Verkko (2023) — 整合 HiFi 和 ONT 数据实现端粒到端粒组装
• Sniffles2 (2023) — 基于长读段数据进行高精度结构变异检测

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