| title |
type |
status |
created |
tags |
semantic_relations |
| Research Index |
index |
stable |
2024-02-07 |
| research |
| methodology |
| index |
|
|
Research Index
Active Research Areas
Active Inference Research
Agent Architectures
Complex Systems
Research Methodology
Experimental Design
Analysis Methods
Validation Methods
Research Tools
Analysis Tools
# Basic research analysis
def analyze_experiment(data, config):
"""Analyze experimental results."""
results = {
'statistics': compute_statistics(data),
'metrics': evaluate_metrics(data),
'visualizations': generate_plots(data)
}
return results
def validate_results(results, criteria):
"""Validate research results."""
validation = {
'statistical': validate_statistics(results),
'theoretical': validate_theory(results),
'empirical': validate_empirically(results)
}
return validation
Implementation Tools
# Research implementation framework
class ExperimentFramework:
def __init__(self, config):
self.config = config
self.data = []
self.results = {}
def run_experiment(self):
"""Run research experiment."""
for trial in range(self.config.trials):
data = self.execute_trial()
self.data.append(data)
self.results = analyze_results(self.data)
return self.results
Documentation Tools
# Research documentation
class ResearchDocument:
def __init__(self):
self.sections = {
'abstract': '',
'introduction': '',
'methods': '',
'results': '',
'discussion': '',
'conclusion': ''
}
def generate_report(self):
"""Generate research report."""
report = compile_sections(self.sections)
return format_report(report)
Research Examples
Case Studies
Implementation Studies
Validation Studies
Research Documentation
Documentation Standards
Templates
Guidelines
Related Resources
Documentation
Knowledge Base
Learning Resources
