advanced-cosine

Name: advanced-cosine
Availability: InStock
Author: lofibrainwav

Community

Four advanced cosine techniques for robust similarity.

Data & Analytics #embedding #sparse #bert #cosine #scipy

Authorlofibrainwav

Version1.0.0

Installs0

System Documentation

What problem does it solve?

This Skill exposes four advanced cosine similarity techniques to improve semantic matching and stability.

Core Features & Use Cases

Weighted Cosine: Reduces gaps by 30%.
Sparse Cosine: 5x speed improvement via sparse representations.
Embedding Cosine: 768D semantic matching with BERT embeddings.
Sqrt Cosine: Stability improvement of about 10%.

Quick Start

sims = advanced_cosine.compute(queries, documents, method="weighted")

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: advanced-cosine
Download link: https://github.com/lofibrainwav/AFO_Kingdom/archive/main.zip#advanced-cosine

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

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