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Functions323 in github.com/amazon-science/chronos-forecasting

⨍ Functions 323◇ Types & classes 43↳ Endpoints 26
Functiontest_validate_and_normalize_df_handles_missing_future_df
()
test/test_df_utils.py:282
Functiontest_validate_and_normalize_df_returns_normalized_frames
()
test/test_df_utils.py:249
Functiontest_validate_df_accepts_valid_inputs
()
test/test_df_utils.py:168
Functiontest_validate_df_raises_for_malformed_future_df
(future_data, error_match)
test/test_df_utils.py:215
Functiontest_validate_df_raises_for_missing_required_columns
()
test/test_df_utils.py:177
Functiontest_validate_df_raises_for_non_numeric_target
()
test/test_df_utils.py:183
Functiontest_validate_df_raises_for_unknown_known_covariates_names
()
test/test_df_utils.py:190
Functiontest_validate_df_raises_when_future_df_has_incorrect_lengths
()
test/test_df_utils.py:235
Functiontest_validate_df_raises_when_future_df_has_mismatched_series_ids
()
test/test_df_utils.py:224
Functiontest_validation_dataset_filters_too_short_preprocessed_inputs
()
test/test_chronos2.py:1289
Functiontest_when_input_is_invalid_then_predict_raises_value_error
(pipeline, inputs, error_match_string)
test/test_chronos2.py:307
Functiontest_when_input_is_valid_then_pipeline_can_be_finetuned
( pipeline, inputs, prediction_length, expected_output_shapes, finetune_mode )
test/test_chronos2.py:794
Functiontest_when_input_is_valid_then_pipeline_can_embed
(pipeline, inputs, expected_output_shapes)
test/test_chronos2.py:344
Functiontest_when_input_is_valid_then_pipeline_can_predict
(pipeline, inputs, prediction_length, expected_output_shapes)
test/test_chronos2.py:141
Functiontest_when_input_is_valid_then_pipeline_can_predict_quantiles
( pipeline, inputs, prediction_length, quantile_levels, expected_output_shapes )
test/test_chronos2.py:245
Functiontest_when_input_time_series_are_too_short_then_finetuning_raises_error
(pipeline, inputs, prediction_length)
test/test_chronos2.py:974
Functiontest_when_instancenorm_applied_and_reversed_then_nans_preserved
()
test/test_chronos_bolt.py:325
Functiontest_when_instancenorm_applied_and_reversed_then_output_correct
()
test/test_chronos_bolt.py:342
Functiontest_when_instancenorm_applied_then_standardization_correct
()
test/test_chronos_bolt.py:307
Functiontest_when_predict_df_called_with_timeout_callback_then_timeout_error_is_raised
(pipeline)
test/test_chronos2.py:1065
Methodunshape
(batch, n_heads, seq_len, kv_proj_dim) -> (batch, seq_len, inner_dim)
src/chronos/chronos2/layers.py:306
Functionvalidate_and_prepare_single_dict_task
(*args, **kwargs)
src/chronos/chronos2/dataset.py:348
Functionvalidate_df_inputs
(*args, **kwargs)
src/chronos/df_utils.py:232
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