chronos-forecasting/scripts/experiments/configs/datasets.yaml

- name: ETTh
  hf_repo: autogluon/chronos_datasets_extra
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["HULL", "MUFL", "MULL", "LUFL", "LULL"]
  series_fields: "OT"
- name: ETTm
  hf_repo: autogluon/chronos_datasets_extra
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["HULL", "MUFL", "MULL", "LUFL", "LULL"]
  series_fields: "OT"
- name: epf_electricity_be_paper
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['exogenous1', 'exogenous2']
  series_fields: "target"
- name: epf_electricity_de_paper
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['exogenous1', 'exogenous2']
  series_fields: "target"
- name: epf_electricity_fr_paper
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['exogenous1', 'exogenous2']
  series_fields: "target"
- name: epf_electricity_np_paper
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['exogenous1', 'exogenous2']
  series_fields: "target"
- name: epf_electricity_pjm_paper
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['exogenous1', 'exogenous2']
  series_fields: "target"
- name: proenfo_bull
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature', 'dewtemperature', 'sealvlpressure']
  series_fields: "target"
- name: proenfo_cockatoo
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature', 'dewtemperature', 'sealvlpressure', 'winddirection', 'windspeed']
  series_fields: "target"
- name: proenfo_covid19
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['pressure_kpa', 'cloud_cover_perc', 'humidity_perc', 'airtemperature', 'wind_direction_deg', 'wind_speed_kmh']
  series_fields: "target"
- name: proenfo_gfc12_load
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature']
  series_fields: "target"
- name: proenfo_gfc14_load
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature']
  series_fields: "target"
- name: proenfo_gfc17_load
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature']
  series_fields: "target"
- name: proenfo_hog
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature', 'dewtemperature', 'sealvlpressure', 'winddirection', 'windspeed']
  series_fields: "target"
- name: proenfo_pdb
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ['airtemperature']
  series_fields: "target"
- name: proenfo_spain
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: [
    'generation_biomass', 
    'generation_fossil_brown_coal_lignite', 
    'generation_fossil_coal_derived_gas', 
    'generation_fossil_gas', 
    'generation_fossil_hard_coal', 
    'generation_fossil_oil', 
    'generation_fossil_oil_shale',
    'generation_fossil_peat',
    'generation_geothermal',
    'generation_hydro_pumped_storage_consumption',
    'generation_hydro_run_of_river_and_poundage',
    'generation_hydro_water_reservoir',
    'generation_marine',
    'generation_nuclear',
    'generation_other',
    'generation_other_renewable',
    'generation_solar',
    'generation_waste',
    'generation_wind_offshore',
    'generation_wind_onshore',
  ]
  series_fields: "target"
- name: monash_rideshare
  hf_repo: autogluon/chronos_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["price_mean", "distance_mean", "surge_mean", "temp", "rain", "humidity", "clouds", "wind"]
  series_fields: "api_calls"
- name: m5_with_covariates
  hf_repo: autogluon/fev_datasets
  offset: -28
  prediction_length: 28
  num_rolls: 1
  covariates_fields: [
    'snap_CA', 
    'snap_TX', 
    'snap_WI', 
    'sell_price', 
    'event_type_1_Cultural',
    'event_type_1_National', 
    'event_type_1_Religious', 
    'event_type_1_Sporting', 
    'event_type_1_nan',
    'event_type_2_Cultural', 
    'event_type_2_Religious', 
    'event_type_2_nan',
   ]
  series_fields: "target"
- name: epf_electricity_be
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["Generation forecast", "System load forecast"]
  series_fields: "target"
- name: epf_electricity_de
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["Ampirion Load Forecast", "PV+Wind Forecast"]
  series_fields: "target"
- name: epf_electricity_fr
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["Generation forecast", "System load forecast"]
  series_fields: "target"
- name: epf_electricity_np
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["Grid load forecast", "Wind power forecast"]
  series_fields: "target"
- name: epf_electricity_pjm
  hf_repo: autogluon/fev_datasets
  offset: -24
  prediction_length: 24
  num_rolls: 1
  covariates_fields: ["System load forecast", "Zonal COMED load foecast"]
  series_fields: "target"