channel-capacity
CommunitySolve information theory channel capacity.
Education & Research#data transmission#information theory#channel capacity#mutual information#coding theory#communication systems
Authorparcadei
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides strategies and tools for solving problems related to channel capacity in information theory, enabling efficient data transmission analysis.
Core Features & Use Cases
- Mutual Information Calculation: Compute mutual information using various formulas and Python libraries.
- Channel Modeling: Understand and represent different channel models like BSC, BEC, and AWGN.
- Capacity Computation: Apply algorithms like Blahut-Arimoto and utilize symbolic math for capacity determination.
- Use Case: When analyzing the maximum reliable data rate of a noisy communication channel, use this skill to calculate its theoretical capacity.
Quick Start
Use the channel-capacity skill to calculate the capacity of a Binary Symmetric Channel with a crossover probability of 0.1.
Dependency Matrix
Required Modules
scipysympyz3
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: channel-capacity Download link: https://github.com/parcadei/Continuous-Claude-v3/archive/main.zip#channel-capacity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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