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@@ -70,3 +70,7 @@ data/newyork_aqi_day_predLen_96/test.jsonl filter=lfs diff=lfs merge=lfs -text
 data/newyork_aqi_day_predLen_96/train.jsonl filter=lfs diff=lfs merge=lfs -text
 data/newyork_aqi_day_predLen_96/validation.jsonl filter=lfs diff=lfs merge=lfs -text
 data/us_gasolineprice_week_predLen_48/train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/us_fluratio_week_predLen_36/train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/us_fluratio_week_predLen_48/train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/us_gasolineprice_week_predLen_24/train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/us_gasolineprice_week_predLen_36/train.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,308 +1,4 @@
----
-pretty_name: Time-MMD (multi-config)
-tags:
-  - time-series
-  - forecasting
-  - multivariate
-  - multimodal
-license: mit
-configs:
-  - config_name: newyork_aqi_day_predLen_192
-    data_files:
-      - split: train
-        path: data/newyork_aqi_day_predLen_192/train.jsonl
-      - split: validation
-        path: data/newyork_aqi_day_predLen_192/validation.jsonl
-      - split: test
-        path: data/newyork_aqi_day_predLen_192/test.jsonl
-    default: true
-  - config_name: newyork_aqi_day_predLen_336
-    data_files:
-      - split: train
-        path: data/newyork_aqi_day_predLen_336/train.jsonl
-      - split: validation
-        path: data/newyork_aqi_day_predLen_336/validation.jsonl
-      - split: test
-        path: data/newyork_aqi_day_predLen_336/test.jsonl
-  - config_name: newyork_aqi_day_predLen_48
-    data_files:
-      - split: train
-        path: data/newyork_aqi_day_predLen_48/train.jsonl
-      - split: validation
-        path: data/newyork_aqi_day_predLen_48/validation.jsonl
-      - split: test
-        path: data/newyork_aqi_day_predLen_48/test.jsonl
-  - config_name: newyork_aqi_day_predLen_96
-    data_files:
-      - split: train
-        path: data/newyork_aqi_day_predLen_96/train.jsonl
-      - split: validation
-        path: data/newyork_aqi_day_predLen_96/validation.jsonl
-      - split: test
-        path: data/newyork_aqi_day_predLen_96/test.jsonl
-  - config_name: unadj_unemploymentrate_all_processed_predLen_10
-    data_files:
-      - split: train
-        path: data/unadj_unemploymentrate_all_processed_predLen_10/train.jsonl
-      - split: validation
-        path: data/unadj_unemploymentrate_all_processed_predLen_10/validation.jsonl
-      - split: test
-        path: data/unadj_unemploymentrate_all_processed_predLen_10/test.jsonl
-  - config_name: unadj_unemploymentrate_all_processed_predLen_12
-    data_files:
-      - split: train
-        path: data/unadj_unemploymentrate_all_processed_predLen_12/train.jsonl
-      - split: validation
-        path: data/unadj_unemploymentrate_all_processed_predLen_12/validation.jsonl
-      - split: test
-        path: data/unadj_unemploymentrate_all_processed_predLen_12/test.jsonl
-  - config_name: unadj_unemploymentrate_all_processed_predLen_6
-    data_files:
-      - split: train
-        path: data/unadj_unemploymentrate_all_processed_predLen_6/train.jsonl
-      - split: validation
-        path: data/unadj_unemploymentrate_all_processed_predLen_6/validation.jsonl
-      - split: test
-        path: data/unadj_unemploymentrate_all_processed_predLen_6/test.jsonl
-  - config_name: unadj_unemploymentrate_all_processed_predLen_8
-    data_files:
-      - split: train
-        path: data/unadj_unemploymentrate_all_processed_predLen_8/train.jsonl
-      - split: validation
-        path: data/unadj_unemploymentrate_all_processed_predLen_8/validation.jsonl
-      - split: test
-        path: data/unadj_unemploymentrate_all_processed_predLen_8/test.jsonl
-  - config_name: us_femagrant_month_predLen_10
-    data_files:
-      - split: train
-        path: data/us_femagrant_month_predLen_10/train.jsonl
-      - split: validation
-        path: data/us_femagrant_month_predLen_10/validation.jsonl
-      - split: test
-        path: data/us_femagrant_month_predLen_10/test.jsonl
-  - config_name: us_femagrant_month_predLen_12
-    data_files:
-      - split: train
-        path: data/us_femagrant_month_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_femagrant_month_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_femagrant_month_predLen_12/test.jsonl
-  - config_name: us_femagrant_month_predLen_6
-    data_files:
-      - split: train
-        path: data/us_femagrant_month_predLen_6/train.jsonl
-      - split: validation
-        path: data/us_femagrant_month_predLen_6/validation.jsonl
-      - split: test
-        path: data/us_femagrant_month_predLen_6/test.jsonl
-  - config_name: us_femagrant_month_predLen_8
-    data_files:
-      - split: train
-        path: data/us_femagrant_month_predLen_8/train.jsonl
-      - split: validation
-        path: data/us_femagrant_month_predLen_8/validation.jsonl
-      - split: test
-        path: data/us_femagrant_month_predLen_8/test.jsonl
-  - config_name: us_fluratio_week_predLen_12
-    data_files:
-      - split: train
-        path: data/us_fluratio_week_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_fluratio_week_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_fluratio_week_predLen_12/test.jsonl
-  - config_name: us_fluratio_week_predLen_24
-    data_files:
-      - split: train
-        path: data/us_fluratio_week_predLen_24/train.jsonl
-      - split: validation
-        path: data/us_fluratio_week_predLen_24/validation.jsonl
-      - split: test
-        path: data/us_fluratio_week_predLen_24/test.jsonl
-  - config_name: us_fluratio_week_predLen_36
-    data_files:
-      - split: train
-        path: data/us_fluratio_week_predLen_36/train.jsonl
-      - split: validation
-        path: data/us_fluratio_week_predLen_36/validation.jsonl
-      - split: test
-        path: data/us_fluratio_week_predLen_36/test.jsonl
-  - config_name: us_fluratio_week_predLen_48
-    data_files:
-      - split: train
-        path: data/us_fluratio_week_predLen_48/train.jsonl
-      - split: validation
-        path: data/us_fluratio_week_predLen_48/validation.jsonl
-      - split: test
-        path: data/us_fluratio_week_predLen_48/test.jsonl
-  - config_name: us_gasolineprice_week_predLen_12
-    data_files:
-      - split: train
-        path: data/us_gasolineprice_week_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_gasolineprice_week_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_gasolineprice_week_predLen_12/test.jsonl
-  - config_name: us_gasolineprice_week_predLen_24
-    data_files:
-      - split: train
-        path: data/us_gasolineprice_week_predLen_24/train.jsonl
-      - split: validation
-        path: data/us_gasolineprice_week_predLen_24/validation.jsonl
-      - split: test
-        path: data/us_gasolineprice_week_predLen_24/test.jsonl
-  - config_name: us_gasolineprice_week_predLen_36
-    data_files:
-      - split: train
-        path: data/us_gasolineprice_week_predLen_36/train.jsonl
-      - split: validation
-        path: data/us_gasolineprice_week_predLen_36/validation.jsonl
-      - split: test
-        path: data/us_gasolineprice_week_predLen_36/test.jsonl
-  - config_name: us_gasolineprice_week_predLen_48
-    data_files:
-      - split: train
-        path: data/us_gasolineprice_week_predLen_48/train.jsonl
-      - split: validation
-        path: data/us_gasolineprice_week_predLen_48/validation.jsonl
-      - split: test
-        path: data/us_gasolineprice_week_predLen_48/test.jsonl
-  - config_name: us_precipitation_month_predLen_10
-    data_files:
-      - split: train
-        path: data/us_precipitation_month_predLen_10/train.jsonl
-      - split: validation
-        path: data/us_precipitation_month_predLen_10/validation.jsonl
-      - split: test
-        path: data/us_precipitation_month_predLen_10/test.jsonl
-  - config_name: us_precipitation_month_predLen_12
-    data_files:
-      - split: train
-        path: data/us_precipitation_month_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_precipitation_month_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_precipitation_month_predLen_12/test.jsonl
-  - config_name: us_precipitation_month_predLen_6
-    data_files:
-      - split: train
-        path: data/us_precipitation_month_predLen_6/train.jsonl
-      - split: validation
-        path: data/us_precipitation_month_predLen_6/validation.jsonl
-      - split: test
-        path: data/us_precipitation_month_predLen_6/test.jsonl
-  - config_name: us_precipitation_month_predLen_8
-    data_files:
-      - split: train
-        path: data/us_precipitation_month_predLen_8/train.jsonl
-      - split: validation
-        path: data/us_precipitation_month_predLen_8/validation.jsonl
-      - split: test
-        path: data/us_precipitation_month_predLen_8/test.jsonl
-  - config_name: us_retailbroilercomposite_month_predLen_10
-    data_files:
-      - split: train
-        path: data/us_retailbroilercomposite_month_predLen_10/train.jsonl
-      - split: validation
-        path: data/us_retailbroilercomposite_month_predLen_10/validation.jsonl
-      - split: test
-        path: data/us_retailbroilercomposite_month_predLen_10/test.jsonl
-  - config_name: us_retailbroilercomposite_month_predLen_12
-    data_files:
-      - split: train
-        path: data/us_retailbroilercomposite_month_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_retailbroilercomposite_month_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_retailbroilercomposite_month_predLen_12/test.jsonl
-  - config_name: us_retailbroilercomposite_month_predLen_6
-    data_files:
-      - split: train
-        path: data/us_retailbroilercomposite_month_predLen_6/train.jsonl
-      - split: validation
-        path: data/us_retailbroilercomposite_month_predLen_6/validation.jsonl
-      - split: test
-        path: data/us_retailbroilercomposite_month_predLen_6/test.jsonl
-  - config_name: us_retailbroilercomposite_month_predLen_8
-    data_files:
-      - split: train
-        path: data/us_retailbroilercomposite_month_predLen_8/train.jsonl
-      - split: validation
-        path: data/us_retailbroilercomposite_month_predLen_8/validation.jsonl
-      - split: test
-        path: data/us_retailbroilercomposite_month_predLen_8/test.jsonl
-  - config_name: us_tradebalance_month_predLen_10
-    data_files:
-      - split: train
-        path: data/us_tradebalance_month_predLen_10/train.jsonl
-      - split: validation
-        path: data/us_tradebalance_month_predLen_10/validation.jsonl
-      - split: test
-        path: data/us_tradebalance_month_predLen_10/test.jsonl
-  - config_name: us_tradebalance_month_predLen_12
-    data_files:
-      - split: train
-        path: data/us_tradebalance_month_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_tradebalance_month_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_tradebalance_month_predLen_12/test.jsonl
-  - config_name: us_tradebalance_month_predLen_6
-    data_files:
-      - split: train
-        path: data/us_tradebalance_month_predLen_6/train.jsonl
-      - split: validation
-        path: data/us_tradebalance_month_predLen_6/validation.jsonl
-      - split: test
-        path: data/us_tradebalance_month_predLen_6/test.jsonl
-  - config_name: us_tradebalance_month_predLen_8
-    data_files:
-      - split: train
-        path: data/us_tradebalance_month_predLen_8/train.jsonl
-      - split: validation
-        path: data/us_tradebalance_month_predLen_8/validation.jsonl
-      - split: test
-        path: data/us_tradebalance_month_predLen_8/test.jsonl
-  - config_name: us_vmt_month_predLen_10
-    data_files:
-      - split: train
-        path: data/us_vmt_month_predLen_10/train.jsonl
-      - split: validation
-        path: data/us_vmt_month_predLen_10/validation.jsonl
-      - split: test
-        path: data/us_vmt_month_predLen_10/test.jsonl
-  - config_name: us_vmt_month_predLen_12
-    data_files:
-      - split: train
-        path: data/us_vmt_month_predLen_12/train.jsonl
-      - split: validation
-        path: data/us_vmt_month_predLen_12/validation.jsonl
-      - split: test
-        path: data/us_vmt_month_predLen_12/test.jsonl
-  - config_name: us_vmt_month_predLen_6
-    data_files:
-      - split: train
-        path: data/us_vmt_month_predLen_6/train.jsonl
-      - split: validation
-        path: data/us_vmt_month_predLen_6/validation.jsonl
-      - split: test
-        path: data/us_vmt_month_predLen_6/test.jsonl
-  - config_name: us_vmt_month_predLen_8
-    data_files:
-      - split: train
-        path: data/us_vmt_month_predLen_8/train.jsonl
-      - split: validation
-        path: data/us_vmt_month_predLen_8/validation.jsonl
-      - split: test
-        path: data/us_vmt_month_predLen_8/test.jsonl
----
+# Time-MMD Multi-Config
+Each subfolder in `data/` is a config containing three JSONL files: `train.jsonl`, `validation.jsonl`, and `test.jsonl`.
 
-# Time-MMD (multi-config)
-
-Each subfolder in `data/` is a config. Load one with:
-```python
-from datasets import load_dataset
-ds = load_dataset("<your-username>/<your-repo>", name="newyork_aqi_day_predLen_192")
-print(ds)  # DatasetDict with available splits
-```
+Each record now includes `batch_x_timestamps_datetime64_ns` and `batch_y_timestamps_datetime64_ns` fields capturing the absolute timestamps (nanoseconds since epoch) for the observed and forecast horizons, alongside the existing numerical series and prompt text.

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