fair-esm2
CommunityEmbed proteins with ESM-2 and utilize for ML, mutation scoring, and contact prediction.
Authorguanxiaol
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the process of embedding proteins with ESM-2 for various applications like machine learning, mutation effect scoring, and contact prediction.
Core Features & Use Cases
- Protein Embedding: Embed proteins for machine learning tasks.
- Mutation Scoring: Score mutation effects on proteins.
- Contact Prediction: Predict protein contacts from sequences.
- Use Case: Use this Skill to embed a protein sequence and extract embeddings for further analysis.
Quick Start
Use the fair-esm2 skill to generate embeddings for the protein sequence 'MQIFVKTLTGKTITLEVEPSDTIENVK'.
Dependency Matrix
Required Modules
fair-esm
Components
scripts
💻 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: fair-esm2 Download link: https://github.com/guanxiaol/open-science/archive/main.zip#fair-esm2 Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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