Welcome to Sequifier’s documentation!¶
Guides
Project
Reference
- Stable integration API
CaptureRequestComposableTransformerNetworkDecodeRequestEncodeRequestEncodedOutputInterventionInterventionBindingModelArtifactModelArtifactMetadataModelExecutionConfigModelInterfaceModuleModelOutputParameterCatalogParameterDescriptorTraceSiteTracedModelOutputbuild_transformer_network()canonical_parameter_name()canonicalize_state_dict()load_model_artifact()load_weights_from_run_checkpoint()
- Training integration API
- Preprocessing Config
- Training Config
- Inference Config
- Config Composition and Metadata
- Hyperparameter Search Config
- Non-standard Optimizers
- Internals
build_args_config()main()setup_parser()BatchArraysPredictionAlignmentPreprocessorSequenceWindowscast_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_sequence_windows()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()process_and_write_sequence_windows_pt()LoadedInferenceModelload_inference_model()run_training()train_worker()InfererWindowedInferenceBatchapply_inference_column_types()apply_inference_tensor_types()calculate_item_positions()fill_number()get_embeddings()get_embeddings_pt()get_probs_preds_autoregressive()get_probs_preds_from_df()get_probs_preds_from_dict()infer()infer_embedding()infer_generative()infer_worker()inference_output_path()load_onnx_target_decoder_ids()load_parquet_folder_dataset()load_pt_dataset()normalize()sample_with_cumsum()verify_variable_order()make()hyperparameter_search()objective()set_pdeathsig()ModelWindowSamplingPlanModelWindowViewResolvedWindowViewStoredWindowLayoutWindowSampleIndexassign_sequence_to_split()build_valid_mask()configure_determinism()configure_logger()configured_window_stride()construct_index_maps()derive_target_column_types()get_best_model_path()get_last_training_batch_timedelta()get_left_pad_lengths_from_preprocessed_data()get_torch_dtype()metadata_config_path_from_preprocessing_data_path()normalize_path()numpy_storage_to_pytorch()numpy_to_pytorch()read_data()resolve_unified_polars_numeric_dtype()subset_to_input_columns()write_data()TrainModelDumperrepresent_numpy_float()represent_numpy_int()represent_sequifier_object()SequifierDatasetFromFolderPtSequifierDatasetFromFolderPtLazySequifierDatasetFromFolderParquetSequifierDatasetFromFolderParquetLazySequifierDatasetFromFilebuild_window_batch()target_valid_from_offsets()validate_split_bounds_available()get_optimizer_class()get_scheduler_class()