Referências:
clima
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/weather')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 3010 |
'train' | 3010 |
'validation' | 3010 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
turismo_anual
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/tourism_yearly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 518 |
'train' | 518 |
'validation' | 518 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
turismo_trimestral
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/tourism_quarterly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 427 |
'train' | 427 |
'validation' | 427 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
turismo_mensal
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/tourism_monthly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 366 |
'train' | 366 |
'validation' | 366 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
cif_2016
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/cif_2016')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 72 |
'train' | 72 |
'validation' | 72 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
london_smart_meters
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/london_smart_meters')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 5560 |
'train' | 5560 |
'validation' | 5560 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
demanda_de_eletricidade_australiana
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/australian_electricity_demand')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 5 |
'train' | 5 |
'validation' | 5 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
parques eólicos_minuto
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/wind_farms_minutely')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 339 |
'train' | 339 |
'validation' | 339 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
Bitcoin
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/bitcoin')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 18 |
'train' | 18 |
'validation' | 18 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
contagem_de_pedestres
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/pedestrian_counts')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 66 |
'train' | 66 |
'validation' | 66 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
veículo_viagens
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/vehicle_trips')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 329 |
'train' | 329 |
'validation' | 329 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
kdd_cup_2018
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/kdd_cup_2018')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 270 |
'train' | 270 |
'validation' | 270 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nn5_daily
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/nn5_daily')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 111 |
'train' | 111 |
'validation' | 111 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nn5_weekly
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/nn5_weekly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 111 |
'train' | 111 |
'validation' | 111 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
kaggle_web_traffic
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/kaggle_web_traffic')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 145063 |
'train' | 145063 |
'validation' | 145063 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
kaggle_web_traffic_weekly
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/kaggle_web_traffic_weekly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 145063 |
'train' | 145063 |
'validation' | 145063 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
solar_10_minutos
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/solar_10_minutes')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 137 |
'train' | 137 |
'validation' | 137 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
solar_semanalmente
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/solar_weekly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 137 |
'train' | 137 |
'validation' | 137 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
peças_do_carro
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/car_parts')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 2674 |
'train' | 2674 |
'validation' | 2674 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
fred_md
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/fred_md')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 107 |
'train' | 107 |
'validation' | 107 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
tráfego_por hora
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/traffic_hourly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 862 |
'train' | 862 |
'validation' | 862 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
tráfego_semanalmente
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/traffic_weekly')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 862 |
'train' | 862 |
'validation' | 862 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
hospital
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/hospital')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 767 |
'train' | 767 |
'validation' | 767 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
mortes por covid
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/covid_deaths')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 266 |
'train' | 266 |
'validation' | 266 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
mancha solar
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/sunspot')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 1 |
'train' | 1 |
'validation' | 1 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
saugeenday
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/saugeenday')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 1 |
'train' | 1 |
'validation' | 1 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nós_nascimentos
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/us_births')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 1 |
'train' | 1 |
'validation' | 1 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
solar_4_segundos
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/solar_4_seconds')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 1 |
'train' | 1 |
'validation' | 1 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
vento_4_segundos
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/wind_4_seconds')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 1 |
'train' | 1 |
'validation' | 1 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
compartilhar carona
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/rideshare')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 156 |
'train' | 156 |
'validation' | 156 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
oikolab_weather
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/oikolab_weather')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 8 |
'train' | 8 |
'validation' | 8 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
temperatura_chuva
Use o seguinte comando para carregar este conjunto de dados no TFDS:
ds = tfds.load('huggingface:monash_tsf/temperature_rain')
- Descrição :
The first repository containing datasets of related time series for global forecasting.
- Licença : A Licença Internacional Creative Commons Attribution 4.0. https://creativecommons.org/licenses/by/4.0/
- Versão : 1.0.0
- Divisões :
| Dividir | Exemplos |
|---|---|
'test' | 422 |
'train' | 422 |
'validation' | 422 |
- Características :
{
"start": {
"dtype": "timestamp[s]",
"id": null,
"_type": "Value"
},
"target": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_static_cat": {
"feature": {
"dtype": "uint64",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"feat_dynamic_real": {
"feature": {
"feature": {
"dtype": "float32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"item_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}