ARIEL Database Handling

This section discusses methods for storing, loading, and processing ARIEL experiment data using different backends.

• Database manipulation with pandas
  • 1. How to get data about the experiment
  • 1.1 Database to pandas dataframe
  • 2. Computing fitness statistics per generation
  • 3. Plotting
• Database manipulation with polars
  • 1. How to get data about the experiment
  • 2. Computing fitness statistics per generation
  • 3. Plotting the fitness progression
• Database manipulation with sqlite3
  • 1. How to get data about the experiment
  • 1.2 Reconstructing the population per generation
  • 2. Computing fitness statistics per generation
  • 3. Plotting the fitness progression