Feature/infrastructure as code #276
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- Add ModelComparison class for A/B testing - Add CLI command for model comparison - Add statistical significance tests - Add comprehensive tests - Add documentation
added 3 commits
June 22, 2025 00:19
This makes the 'igel init' command interactive. If the user does not provide the model type, model name, or target, they will be prompted to enter the values.
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Summary
This PR adds reusable infrastructure-as-code templates for machine learning workloads using both Terraform and CloudFormation.
Key Features
Terraform templates (infrastructure/terraform/)
Provisions an S3 bucket for data/model storage
Provisions an EC2 instance for training/inference
Includes variables, outputs, and a README with usage, cost optimization, and monitoring tips
CloudFormation template (infrastructure/cloudformation/ml-infra.yaml)
Provisions an S3 bucket and EC2 instance
Includes a README with usage instructions and best practices
Fixes #272