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Transformer Cnn Hybrid Model Training

Agent skill
1 skill

Use when you have preprocessed 1H NMR spectral data with compound labels and need to identify multiple compounds in a flavor mixture where both local spectral patterns (handled by CNN) and long-range spectral dependencies (handled by Transformer) are diagnostic.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

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About this skill

Use when you have preprocessed 1H NMR spectral data with compound labels and need to identify multiple compounds in a flavor mixture where both local spectral patterns (handled by CNN) and long-range spectral dependencies (handled by Transformer) are diagnostic.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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About this listing

Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.