colda.algorithm.common_stage package

Submodules

colda.algorithm.common_stage.api module

class colda.algorithm.common_stage.api.MakeDataset

Bases: BaseAlgorithm

Pre-processing the dataset

Methods

make_dataset

classmethod make_dataset(root: str, data_name: str, num_users: int, task_id: str, match_rate: float = 0.5, normalize: bool = True) → tuple[bool]

Placeholder

Parameters

root : str data_name : str num_users : int task_id : str match_rate : float=0.5 normalize : bool=True

Returns

Placeholder

class colda.algorithm.common_stage.api.MakeHash

Bases: BaseAlgorithm

Hash the identifier of dataset

Methods

make_hash

classmethod make_hash(dataset_path: str, id_idx: str, skip_header: int) → tuple[numpy.ndarray]

class colda.algorithm.common_stage.api.MakeMatchIdx

Bases: BaseAlgorithm

Match the identifiers from other participants and current user’s identifiers

Methods

make_match_idx

classmethod make_match_idx(self_id_data: list[str], from_id_data: list[str]) → tuple[numpy.ndarray]

colda.algorithm.common_stage.make_dataset module

class colda.algorithm.common_stage.make_dataset.MakeDataset

Bases: BaseAlgorithm

Pre-processing the dataset

Methods

make_dataset

classmethod make_dataset(root: str, data_name: str, num_users: int, task_id: str, match_rate: float = 0.5, normalize: bool = True) → tuple[bool]

Placeholder

Parameters

root : str data_name : str num_users : int task_id : str match_rate : float=0.5 normalize : bool=True

Returns

Placeholder

colda.algorithm.common_stage.make_hash module

class colda.algorithm.common_stage.make_hash.MakeHash

Bases: BaseAlgorithm

Hash the identifier of dataset

Methods

make_hash

classmethod make_hash(dataset_path: str, id_idx: str, skip_header: int) → tuple[numpy.ndarray]

colda.algorithm.common_stage.make_match_idx module

class colda.algorithm.common_stage.make_match_idx.MakeMatchIdx

Bases: BaseAlgorithm

Match the identifiers from other participants and current user’s identifiers

Methods

make_match_idx

classmethod make_match_idx(self_id_data: list[str], from_id_data: list[str]) → tuple[numpy.ndarray]

Module contents