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- # SPDX-License-Identifier: MIT
- _target_: data.datasets.create_datasets
- config:
- source_path: /workspace/datasets/M5/M5.csv
- dest_path: /workspace/datasets/M5/
- iterable: False
- encoder_length: 28
- input_length: 28
- example_length: 56
- valid_boundary: '2016-04-25'
- train_samples: 1000000
- time_series_count: 30490
- drop_unseen: True
- MultiID: False
- features:
- - name: 'id'
- feature_type: 'ID'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 30490
- - name: "date"
- feature_type: 'TIME'
- feature_embed_type: 'DATE'
- - name: "weight"
- feature_type: 'WEIGHT'
- feature_embed_type: 'CONTINUOUS'
- - name: "item_id"
- feature_type: 'STATIC'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 3050
- - name: "dept_id"
- feature_type: 'STATIC'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 8
- - name: "cat_id"
- feature_type: 'STATIC'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 4
- - name: "store_id"
- feature_type: 'STATIC'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 11
- - name: "state_id"
- feature_type: 'STATIC'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 4
- - name: "items_sold"
- feature_type: 'TARGET'
- feature_embed_type: 'CONTINUOUS'
- scaler:
- _target_: data.data_utils.Log1pScaler
- - name: "wday"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 8
- - name: "month"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 13
- - name: "event_name_1"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 31
- - name: "event_type_1"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 5
- - name: "event_type_2"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 3
- - name: "event_name_2"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 5
- - name: "snap_CA"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 3
- - name: "snap_TX"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 3
- - name: "snap_WI"
- feature_type: 'KNOWN'
- feature_embed_type: 'CATEGORICAL'
- cardinality: 3
- - name: "sell_price"
- feature_type: 'KNOWN'
- feature_embed_type: 'CONTINUOUS'
- scaler:
- _target_: sklearn.preprocessing.StandardScaler
- binarized: False
|
