paddlets.automl.searcher

class Searcher[source]

Bases: object

Searcher is for getting suggesting algorithms for automl.

classmethod get_supported_algs()[source]
Returns

A list of supported algorithms.

Return type

list

classmethod get_searcher(search_algo, max_concurrent=1)[source]

Get a searcher by string

Parameters

  • search_algo – The algorithm for optimization. Supported algorithms are “Random”, “CMAES”, “TPE”, “CFO”, “BlendSearch”, “Bayes”.

  • max_concurrent – The maximum number of trials running concurrently.

Returns

An object of the suggesting algorithm.

Return type

Searcher