HUMAnN 3
宏基因组功能谱分析流水线，通过整合物种分类和泛基因组映射实现基因家族和代谢通路的定量分析。 该方法采用两阶段策略先进行物种丰度估计再进行功能注释，能同时提供群落和物种水平的功能组成信息。
| Property | Value |
|---|---|
| Purpose | 宏基因组功能谱和代谢通路的定量分析 |
| Time Complexity | O(n * d) |
| Space Complexity | O(d) |
| Year | 2018 |
| Difficulty | Intermediate |
| Languages | Python |
| Category | Metagenomics |
Complexity Analysis
- Time Complexity:
O(n * d) - Space Complexity:
O(d)
Performance Insight: The time complexity of this algorithm is polynomial.
Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.
Literature & Implementation
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