ade - Asynchronous Differential Evolution.
- ade.abort - Takes care of aborting Population and DifferentialEvolution on console keystroke.
- ade.args - A very handy convenience class for making argparse even easier. See the examples scripts of ade to see how it is used.
- ade.constraints - The Constraints base class makes it easier for you to enforce parameter constraints. If you have any highly correlated parameters, an instance of RelationsChecker may be helpful, too.
- ade.de - DifferentialEvolution and support staff.
- ade.examples - Examples for ade.
  - ade.examples.data - The Data object handles downloading (if necessary), decompressing, and reading data files for the thermistor and voc examples.
  - ade.examples.goldstein-price - Example script goldstein-price.py: The Goldstein-Price test function.
  - ade.examples.thermistor - Example script thermistor.py: Identifying coefficients for the resistance versus temperature model of six thermistors.
  - ade.examples.voc - Example script voc.py: Identifying coefficients for the open-circuit voltage of an AGM lead-acid battery over time.
- ade.history - A History class for maintaining a history of Individual objects.
- ade.image - Visualizing the progress of de.
- ade.individual - An Individual class for parameter combinations to be evaluated.
- ade.population - A Population class and helpers.
- ade.report - A Reporter class for reporting on the SSE of individuals in an evolving population.
- ade.scripts - Scripts for ade.
  - ade.scripts.examples - Extraction of example files into ~/ade-examples.
  - ade.scripts.lgg - lgg: Parses a log file produced by running a DifferentialEvolution object to show parameter values leading up to the best solution it found before terminating.
  - ade.scripts.pv - pv: Parses a data file containing a pickled History object, which gets produced when you call Population.save with the file path.
  - ade.scripts.viewer - A simple GUI to visualize a population history.
- ade.specs - For defining specifications of an individual, including but not limited to parameter ranges.
- ade.test - Unit tests for ade.
  - ade.test.test_de - Unit tests for ade.de.
  - ade.test.test_history - Unit tests for ade.report.
  - ade.test.test_individual - Unit tests for ade.individual.
  - ade.test.test_population - Unit tests for ade.population.
  - ade.test.test_report - Unit tests for ade.report.
  - ade.test.test_specs - Unit tests for specs.
  - ade.test.testbase - Utility stuff used by ade unit tests.
- ade.util - Utility stuff used by most modules of ade. Imports the author's public-domain convenience class Args from a separate module args.

Module Index