Datasets:
metadata
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. Load one with:
from datasets import load_dataset
ds = load_dataset("<your-username>/<your-repo>", name="newyork_aqi_day_predLen_192")
print(ds) # DatasetDict with available splits