create_train_dataset_without_last_k_timesteps
read_new_dataset.create_train_dataset_without_last_k_timesteps
Creates a training dataset by truncating the target series of each entry in raw_train_dataset by the last k timesteps.
| Parameter | Type | Default | Description |
|---|---|---|---|
raw_train_dataset |
- | - | (undocumented) |
freq |
- | - | (undocumented) |
k |
- | 0 |
(undocumented) |
load_jsonl_gzip_file
read_new_dataset.load_jsonl_gzip_file
Loads data from a gzipped JSON Lines file.
| Parameter | Type | Default | Description |
|---|---|---|---|
file_path |
- | - | (undocumented) |
get_ett_dataset
read_new_dataset.get_ett_dataset
Loads ETT datasets (e.g., ett_h1) from a specified path, handling metadata and creating GluonTS TrainDatasets.
| Parameter | Type | Default | Description |
|---|---|---|---|
dataset_name |
- | - | (undocumented) |
path |
- | - | (undocumented) |