MCPcopy Index your code

hub / github.com/unit8co/darts / endpoints

Endpoints59 in github.com/unit8co/darts

⨍ Functions 3,734◇ Types & classes 510↳ Endpoints 59
Routetest_append_and_prepend_values
pytest.mark.parametrize( "config", itertools.product( [ ( # univa
darts/tests/test_timeseries.py:None
Routetest_backtest_overlap_end_empty_intersection
pytest.mark.parametrize( "config", itertools.product( [1, 2], # number of target
darts/tests/models/forecasting/test_backtesting.py:None
Routetest_backtest_retrain
patch("typing.Callable", autospec=retrain_func, return_value=True)
darts/tests/models/forecasting/test_local_forecasting_models.py:None
Routetest_conformal_historical_forecast_start_stride
pytest.mark.parametrize( "config", itertools.product( [False, True], # last point
darts/tests/utils/historical_forecasts/test_historical_forecasts.py:None
Routetest_conformal_historical_forecasts
pytest.mark.parametrize( "config", itertools.product( [False, True], # use covari
darts/tests/utils/historical_forecasts/test_historical_forecasts.py:None
Routetest_conformal_historical_start_cal_length
pytest.mark.parametrize( "config", itertools.product( [False, True], # last point
darts/tests/utils/historical_forecasts/test_historical_forecasts.py:None
Routetest_create_instance_existing_model_with_name_force
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel.reset_model" )
darts/tests/models/forecasting/test_torch_forecasting_model.py:None
Routetest_create_instance_existing_model_with_name_force_fit_with_reset
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel.reset_model" )
darts/tests/models/forecasting/test_torch_forecasting_model.py:None
Routetest_create_lagged_component_names
pytest.mark.parametrize( "config", [ # target no static covariate (
darts/tests/utils/tabularization/test_create_lagged_training_data.py:None
Routetest_create_lagged_component_names_different_lags
pytest.mark.parametrize( "config", [ # lags have the same minimum (
darts/tests/utils/tabularization/test_create_lagged_training_data.py:None
Routetest_default
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_default_no_finetuning
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_explain_shap_methods
pytest.mark.parametrize( "shap_method,single_output", itertools.product(SHAP_METHODS, [True, F
darts/tests/explainability/test_torch_explainer.py:None
Routetest_explicit_shap_methods
pytest.mark.parametrize( ("model", "shap_method", "kwargs", "expected_explainer"), [
darts/tests/explainability/test_shap_explainer.py:None
Routetest_finetuning_all_models
pytest.mark.parametrize( "config", [ ( TimesFM2p5Model,
darts/tests/models/forecasting/test_foundation.py:None
Routetest_finetuning_misconfiguration
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_fit_from_dataset_with_epochs
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel._init_trainer" )
darts/tests/models/forecasting/test_global_forecasting_models.py:None
Routetest_fit_with_constr_epochs
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel._init_trainer" )
darts/tests/models/forecasting/test_global_forecasting_models.py:None
Routetest_fit_with_fit_epochs
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel._init_trainer" )
darts/tests/models/forecasting/test_global_forecasting_models.py:None
Routetest_freq_intersection
pytest.mark.parametrize( "freq,other,expected", [ (1, 1, 1), # integer step
darts/tests/utils/test_utils.py:None
Routetest_full_finetuning
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_gbm_creation
pytest.mark.parametrize( "model", [ { "model_cls": LightGBMModel,
darts/tests/explainability/test_shap_explainer.py:None
Routetest_get_ipython_raises_name_error
patch("IPython.get_ipython", side_effect=NameError("no IPython"))
darts/tests/utils/test_utils.py:None
Routetest_get_item_metadata
pytest.mark.parametrize( "get_item", [0, slice(0, 2), "comp1", slice("comp1", "comp2"), ["comp
darts/tests/test_timeseries_static_covariates.py:None
Routetest_global_naive_aggregate_invalid_agg_fn
pytest.mark.parametrize( "agg_fn_config", [ ("mmean", "When `agg_fn` is a string")
darts/tests/models/forecasting/test_baseline_models.py:None
Routetest_historical_forecast_start_after_end_of_series
pytest.mark.parametrize( "model", [LinearRegressionModel(lags=3, output_chunk_length=2)]
darts/tests/utils/historical_forecasts/test_historical_forecasts.py:None
Routetest_intersect_more_freqs
pytest.mark.parametrize( "config", itertools.product( [ (False, 1,
darts/tests/test_timeseries.py:None
Routetest_invalid_params
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_ipython_unavailable_verbose_false
patch("builtins.__import__")
darts/tests/utils/test_utils.py:None
Routetest_ipython_unavailable_verbose_true
patch("builtins.__import__")
darts/tests/utils/test_utils.py:None
Routetest_local_dir
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_multioutput_validation
pytest.mark.parametrize( "config", product( [ model_config
darts/tests/models/forecasting/test_classifier_model.py:None
Routetest_multioutput_wrapper
pytest.mark.parametrize( "model_params", zip(process_model_list(classifiers), models_multioutp
darts/tests/models/forecasting/test_classifier_model.py:None
Routetest_naive_conformal_model_historical_forecasts
pytest.mark.parametrize( "config", itertools.product( [1, 3, 5], # horizon
darts/tests/models/forecasting/test_conformal_model.py:None
Routetest_not_enough_covariates
pytest.mark.parametrize( "config", product( [True, False], [
darts/tests/models/forecasting/test_sklearn_models.py:None
Routetest_notebook_shell_uses_tqdm_notebook
patch("IPython.get_ipython")
darts/tests/utils/test_utils.py:None
Routetest_one_hot_encoder_with_infrequent_sklearn
pytest.mark.parametrize( "enc_kwargs", [ {"sparse_output": False, "min_frequency":
darts/tests/dataprocessing/transformers/test_static_covariates_transformer.py:None
Routetest_optimized_historical_forecasts
pytest.mark.parametrize( "config", product( ([ (LinearRegressionMo
darts/tests/models/forecasting/test_sklearn_models.py:None
Routetest_partial_finetuning_block_freeze
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_partial_finetuning_unfreeze
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_plotly_import_error
patch("builtins.__import__")
darts/tests/test_timeseries_plotly.py:None
Routetest_rinorm
patch( "darts.models.components.huggingface_connector.hf_hub_download", side_effect=mock_downl
darts/tests/models/forecasting/test_foundation.py:None
Routetest_same_result_output_chunk_shift
pytest.mark.parametrize( "config", product( [ {"lags": [-1, -3]},
darts/tests/models/forecasting/test_sklearn_models.py:None
Routetest_save_load_model
pytest.mark.parametrize( "model", [ RNNModel( input_chunk_length=4
darts/tests/models/forecasting/test_global_forecasting_models.py:None
Routetest_stridden_conformal_model
pytest.mark.parametrize( "config", itertools.product( [1, 3, 5], # horizon
darts/tests/models/forecasting/test_conformal_model.py:None
Routetest_supports_native_multioutput
pytest.mark.parametrize("config", model_configs_multioutput)
darts/tests/models/forecasting/test_sklearn_models.py:None
Routetest_suppress_automatic_save
patch( "darts.models.forecasting.torch_forecasting_model.TorchForecastingModel.save" )
darts/tests/models/forecasting/test_torch_forecasting_model.py:None
Routetest_terminal_shell_uses_regular_tqdm
patch("IPython.get_ipython")
darts/tests/utils/test_utils.py:None
Routetest_to_csv_deterministic
patch("darts.timeseries.TimeSeries.to_dataframe")
darts/tests/test_timeseries.py:None
Routetest_to_csv_stochastic
patch("darts.timeseries.TimeSeries.to_dataframe")
darts/tests/test_timeseries.py:None
Routetest_too_short_input_hfc
pytest.mark.parametrize( "config", itertools.product( [False, True], # last point
darts/tests/models/forecasting/test_conformal_model.py:None
Routetest_too_short_input_predict
pytest.mark.parametrize( "config", itertools.product( [1, 3, 5], # horizon
darts/tests/models/forecasting/test_conformal_model.py:None
Routetest_unknown_shell_uses_regular_tqdm
patch("IPython.get_ipython")
darts/tests/utils/test_utils.py:None
Routetest_use_reversible_instance_norm
pytest.mark.parametrize( "model_name, rinorm_name", [ ("iTransformer", "use_norm")
darts/tests/models/forecasting/test_nf_models.py:None
Routetest_val_length
pytest.mark.parametrize( "config", product( [ # doesn't support va
darts/tests/utils/historical_forecasts/test_historical_forecasts.py:None
Routetest_verify_dtypes_warning
pytest.mark.parametrize( "cov_type, expect_warning", [ ("past_covariates", False),
darts/tests/models/forecasting/test_torch_forecasting_model.py:None
Routetest_with_fcm_retrain_global_only
pytest.mark.parametrize( "config", product( [ (
darts/tests/models/forecasting/test_regression_ensemble_model.py:None
Routetest_with_fcm_retrain_local_and_global
pytest.mark.parametrize( "config", product( [ (
darts/tests/models/forecasting/test_regression_ensemble_model.py:None
Routetest_without_fcm_retrain_global_only
pytest.mark.parametrize( "config", product( [ (
darts/tests/models/forecasting/test_regression_ensemble_model.py:None