Shannon

5.9 Shannon-Fano-Elias Coding

Define the modified cdf \(\overline{F}(x)\) based on the standard cdf \(F(x)\): \[\overline{F}(x)=\sum_{a<x}p(a)+\frac{1}{2}p(x)=F(x-1)-\frac{1}{2}p(x ......
Shannon-Fano-Elias Shannon Coding Elias Fano

5.4 Bounds on the optimal code length (Shannon-Fano coding)

From section 5.3, we have \(l_i^*=-\log_D p_i\), but it may not be integer, and we should choose \(l_i\) close to \(l_i^*\). So round it up using the ......
Shannon-Fano Shannon optimal Bounds length

Shannon多样性指数与α多样性指数有什么区别

Shannon多样性指数是一种常用的衡量生物多样性的指标,它综合了物种丰富度(species richness)和物种均匀度(species evenness)两个方面的信息,反映了一个群落中物种的多样性和相对重要性。​ 其中,S是物种数,pi​是第i个物种的相对丰度,即该物种的个体数占总个体数的比 ......
多样性 指数 Shannon

Kullback-Leibler-divergence 和 Jensen–Shannon divergence 的计算示例

````python #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Fri Jun 26 16:05:57 2020 @author: vkchlt0297 """ from matplotlib import pyplo ......
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