Welcome to Sequifier’s documentation!

Contents:

• Preprocessing Config
  • PreprocessorModel
• Training Config
  • ModelSpecModel
  • TrainModel
  • TrainingSpecModel
• Inference Config
  • InfererModel
• Hyperparameter Search Config
  • HyperparameterSearch
  • ModelSpecHyperparameterSampling
  • TrainingSpecHyperparameterSampling
• Non-standard Optimizers
  • AdEMAMix
• Internals
  • Preprocessor
  • cast_columns_to_string()
  • combine_maps()
  • combine_multiprocessing_outputs()
  • combine_parquet_files()
  • create_file_paths_for_multiple_files1()
  • create_file_paths_for_multiple_files2()
  • create_file_paths_for_single_file()
  • create_id_map()
  • delete_files()
  • extract_sequences()
  • extract_subsequences()
  • get_batch_limits()
  • get_combined_statistics()
  • get_group_bounds()
  • get_subsequence_starts()
  • insert_top_folder()
  • load_precomputed_id_maps()
  • preprocess()
  • preprocess_batch()
  • process_and_write_data_pt()
  • make()
  • HyperparameterSearcher
  • hyperparameter_search()
  • configure_determinism()
  • configure_logger()
  • construct_index_maps()
  • get_torch_dtype()
  • normalize_path()
  • numpy_to_pytorch()
  • read_data()
  • subset_to_input_columns()
  • write_data()
  • TrainModelDumper
  • represent_dot_dict()
  • represent_numpy_float()
  • represent_numpy_int()
  • represent_sequifier_object()
  • SequifierDatasetFromFolder
  • SequifierDatasetFromFile
  • get_optimizer_class()

Indices and tables

• Index

• Module Index

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