phase-brain-optimize
CommunityOptimize parameters and fit models.
Authorstanislavjiricek
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of parameter exploration and model fitting, enabling users to efficiently map model behavior across a parameter space or optimize parameters to precisely match experimental data.
Core Features & Use Cases
- Parameter Sweeping: Explore how model outputs change with variations in input parameters.
- Model Fitting: Optimize model parameters to best replicate observed experimental results.
- Use Case: A neuroscientist wants to find the optimal set of parameters for a computational model of a neural circuit that best explains experimental recordings. This Skill guides the process of defining the search space, selecting an optimization algorithm, and running the fitting procedure.
Quick Start
Use the /neuroflow:brain-optimize command to begin optimizing model parameters.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: phase-brain-optimize Download link: https://github.com/stanislavjiricek/neuroflow/archive/main.zip#phase-brain-optimize Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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