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AutoML and hyperparameter optimization rules

Data teams running model experiments who want Cursor to follow sound validation and run-tracking habits.

  • Recommendedour rating
  • 40,892repository stars
  • CC0-1.0licence
  • 4 months agolast update
mkdir -p .cursor/rules && curl -fsSL https://raw.githubusercontent.com/PatrickJS/awesome-cursorrules/main/rules/automl-hyperparameter-optimization.mdc -o .cursor/rules/automl-hyperparameter-optimization.mdc
automl-hyperparameter-optimization.mdc

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What it does

A Cursor rules file that guides how the assistant sets up AutoML and hyperparameter searches. It starts from a simple baseline and a fixed metric, keeps validation free of leakage, uses time-aware splits for time series, and records seeds, splits and search spaces for each run.

Use cases

  1. 01Set a baseline model before starting a parameter search
  2. 02Split time series data without shuffling across time
  3. 03Log datasets, seeds and search spaces for every run

Questions about
AutoML and hyperparameter optimization rules.

What is AutoML and hyperparameter optimization rules used for?

Data teams running model experiments who want Cursor to follow sound validation and run-tracking habits. A Cursor rules file that guides how the assistant sets up AutoML and hyperparameter searches. It starts from a simple baseline and a fixed metric, keeps validation free of leakage, uses time-aware splits for time series, and records seeds, splits and search spaces for each run.

How do I install AutoML and hyperparameter optimization rules?

Run this in your terminal: mkdir -p .cursor/rules && curl -fsSL https://raw.githubusercontent.com/PatrickJS/awesome-cursorrules/main/rules/automl-hyperparameter-optimization.mdc -o .cursor/rules/automl-hyperparameter-optimization.mdc

Is AutoML and hyperparameter optimization rules open source?

Yes. The code is on GitHub (PatrickJS/awesome-cursorrules) under the CC0-1.0 licence.

Is AutoML and hyperparameter optimization rules safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.