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title: "Experiment: {{title}}" date: {{date}} tags: - experiment - research - {{technology}} status: {{hypothesis|running|completed|failed}} experiment_id: EXP-{{number}}

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Experiment: {{title}}

Hypothesis

Clear statement of what you expect to happen

If {{condition}}, then {{expected-outcome}} because {{reasoning}}.

Background

Context

Why this experiment matters and what led to it.

Related Work

• Previous experiments: [[]]
• Research papers:
• Industry examples:

Methodology

Variables

• Independent Variable: What we're changing
• Dependent Variable: What we're measuring
• Control Variables: What we're keeping constant

Setup

# Environment setup commands

Tools & Technologies

• Tool 1: Purpose
• Tool 2: Purpose

Implementation

Step 1: {{step}}

# Code or commands

Step 2: {{step}}

# Code or commands

Data Collection

Metrics

Metric	Method	Frequency
{{metric}}	{{how-measured}}	{{when}}

Raw Data

# Paste or link to raw data

Results

Quantitative Results

Metric	Baseline	Result	Change
{{metric}}	{{value}}	{{value}}	{{%}}

Qualitative Observations

-

Visualizations

graph LR
    A[Input] --> B[Process]
    B --> C[Output]

Analysis

Statistical Significance

• Test used:
• p-value:
• Confidence interval:

Interpretation

What the results mean in practical terms.

Conclusion

Hypothesis Validation

• Confirmed
• Partially confirmed
• Rejected

Key Findings

Surprises

Next Steps

• Follow-up experiment:
• Implementation in production:
• Share with team:

Reproducibility

Code Repository

git clone {{repo-url}}
cd {{repo-name}}

Requirements

# requirements.txt or package.json contents

Instructions

Lessons Learned

What Worked

What Didn't Work

What I'd Do Differently

References

-

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Experiment started: {{start-date}} | Completed: {{end-date}}