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entropy-sequencer

Official

Arrange interactions for max information gain.

Data & Analytics#optimization#sequence#entropy#information-theory#beam-search#ordering
Authorplurigrid
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Reorders interaction sequences to maximize information gain per step, accelerating pattern learning and discovery.

Core Features & Use Cases

  • Max-entropy arrangement: order interactions to maximize new information.
  • Temperature-aware sequencing: incorporates Langevin analysis to control exploration.
  • Quick-start guidance: provides a straightforward path to implement optimal sequences.

Quick Start

Just run the greedy beam-based rearrangement with your interaction set to maximize information gain.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: entropy-sequencer
Download link: https://github.com/plurigrid/asi/archive/main.zip#entropy-sequencer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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