mirror of
https://github.com/amazon-science/chronos-forecasting
synced 2026-05-24 01:58:27 +00:00
137 lines
3.1 KiB
YAML
137 lines
3.1 KiB
YAML
|
# Backtest configs for the 27 "zero-shot" datasets.
|
||
|
|
# These datasets were not seen by Chronos models during training.
|
||
|
|
- name: monash_traffic
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -24
|
||
|
|
prediction_length: 24
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_australian_electricity
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -48
|
||
|
|
prediction_length: 48
|
||
|
|
num_rolls: 1
|
||
|
|
- name: ercot
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -24
|
||
|
|
prediction_length: 24
|
||
|
|
num_rolls: 1
|
||
|
|
- name: ETTm
|
||
|
|
hf_repo: autogluon/chronos_datasets_extra
|
||
|
|
offset: -96
|
||
|
|
prediction_length: 24
|
||
|
|
num_rolls: 1
|
||
|
|
- name: ETTh
|
||
|
|
hf_repo: autogluon/chronos_datasets_extra
|
||
|
|
offset: -24
|
||
|
|
prediction_length: 24
|
||
|
|
num_rolls: 1
|
||
|
|
- name: exchange_rate
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -30
|
||
|
|
prediction_length: 30
|
||
|
|
num_rolls: 1
|
||
|
|
- name: nn5
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -56
|
||
|
|
prediction_length: 56
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_nn5_weekly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_weather
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -30
|
||
|
|
prediction_length: 30
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_covid_deaths
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -30
|
||
|
|
prediction_length: 30
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_fred_md
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -12
|
||
|
|
prediction_length: 12
|
||
|
|
num_rolls: 1
|
||
|
|
- name: m4_quarterly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|
||
|
|
- name: m4_yearly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -6
|
||
|
|
prediction_length: 6
|
||
|
|
num_rolls: 1
|
||
|
|
- name: dominick
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|
||
|
|
- name: m5
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -28
|
||
|
|
prediction_length: 28
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_tourism_monthly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -24
|
||
|
|
prediction_length: 24
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_tourism_quarterly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_tourism_yearly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -4
|
||
|
|
prediction_length: 4
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_car_parts
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -12
|
||
|
|
prediction_length: 12
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_hospital
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -12
|
||
|
|
prediction_length: 12
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_cif_2016
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -12
|
||
|
|
prediction_length: 12
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m1_yearly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -6
|
||
|
|
prediction_length: 6
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m1_quarterly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m1_monthly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -18
|
||
|
|
prediction_length: 18
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m3_monthly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -18
|
||
|
|
prediction_length: 18
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m3_yearly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -6
|
||
|
|
prediction_length: 6
|
||
|
|
num_rolls: 1
|
||
|
|
- name: monash_m3_quarterly
|
||
|
|
hf_repo: autogluon/chronos_datasets
|
||
|
|
offset: -8
|
||
|
|
prediction_length: 8
|
||
|
|
num_rolls: 1
|