Experiment Exports#

export_distances_multiple_processes(experiment, instances_ids, distances, times, process_id)[source]#

Exports distances between each pair of instances to a .csv file.

Parameters:
  • experiment (Experiment) – Experiment object.

  • instances_ids – List of the Ids.

  • distances (dict) – Dictionary with distances between each pair of instances

  • times (dict) – Dictionary with time of calculation of each distance.

  • process_id (bool) – Id of the process.

export_distances_to_file(experiment, distance_id, distances, times, self_distances=False, ids=None)[source]#

Exports distances between each pair of instances to a .csv file.

Parameters:
  • experiment (Experiment) – Experiment object.

  • distance_id (str) – Name of the distance.

  • distances (dict) – Dictionary with distances between each pair of instances

  • times (dict) – Dictionary with time of calculation of each distance.

  • self_distances (bool) – Flag indicating whether to export self-distances.

  • ids – List of the Ids.

export_embedding_to_file(experiment, embedding_id: str, saveas: str, dim: int, my_pos)[source]#

Exports coordinates of all instances to a .csv file.

Parameters:
  • experiment (Experiment) – Experiment object.

  • embedding_id (str) – Name of the embedding.

  • saveas (str) – Name of the file to save the feature to.

  • dim (int) – Dimension of the embedding.

  • my_pos – list of coordinates

export_feature_to_file(experiment, feature_id, feature_dict, saveas)[source]#

Exports feature to .csv file.

Parameters:
  • experiment (Experiment) – Experiment object.

  • feature_id (str) – Name of the feature.

  • feature_dict (dict) – Dictionary with feature values.

  • saveas (str) – Name of the file to save the feature to.

export_normalized_feature_to_file(experiment, feature_dict=None, saveas=None)[source]#

Exports normalized feature to .csv file.

Parameters:
  • experiment (Experiment) – Experiment object.

  • feature_dict (dict) – Dictionary with feature values.

  • saveas (str) – Name of the file to save the feature to.