Hide navigation sidebar

Hide table of contents sidebar

Toggle site navigation sidebar

GluonTS documentation

Toggle table of contents sidebar

GluonTS documentation

Getting started

Installation
Background
Concepts
Available models

Tutorials

Basic Usage
Toggle child pages in navigation
Data Manipulation
Toggle child pages in navigation
Advanced
Toggle child pages in navigation

API docs

API Docs
Toggle child pages in navigation
- gluonts.core package
  Toggle child pages in navigation
  - gluonts.core.serde package
    Toggle child pages in navigation
  - gluonts.core.component module
  - gluonts.core.settings module
- gluonts.dataset package
  Toggle child pages in navigation
  - gluonts.dataset.arrow package
    Toggle child pages in navigation
  - gluonts.dataset.artificial package
    Toggle child pages in navigation
    - gluonts.dataset.artificial.ar_p module
    - gluonts.dataset.artificial.recipe module
  - gluonts.dataset.repository package
    Toggle child pages in navigation
    - gluonts.dataset.repository.datasets module
  - gluonts.dataset.schema package
    Toggle child pages in navigation
    - gluonts.dataset.schema.translate module
  - gluonts.dataset.common module
  - gluonts.dataset.field_names module
  - gluonts.dataset.hierarchical module
  - gluonts.dataset.jsonl module
  - gluonts.dataset.loader module
  - gluonts.dataset.multivariate_grouper module
  - gluonts.dataset.pandas module
  - gluonts.dataset.rolling_dataset module
  - gluonts.dataset.split module
  - gluonts.dataset.stat module
  - gluonts.dataset.util module
- gluonts.evaluation package
  Toggle child pages in navigation
  - gluonts.evaluation.backtest module
  - gluonts.evaluation.metrics module
- gluonts.meta package
  Toggle child pages in navigation
- gluonts.model package
  Toggle child pages in navigation
- gluonts.mx package
  Toggle child pages in navigation
- gluonts.nursery package
  Toggle child pages in navigation
  - gluonts.nursery.SCott namespace
    Toggle child pages in navigation
    - gluonts.nursery.SCott.dataset_tools namespace
      Toggle child pages in navigation
    - gluonts.nursery.SCott.model package
      Toggle child pages in navigation
      - gluonts.nursery.SCott.model.ar package
        Toggle child pages in navigation
        
        gluonts.nursery.SCott.model.ar.ar_estimator module
        
        gluonts.nursery.SCott.model.ar.ar_network module
      - gluonts.nursery.SCott.model.lstm package
        Toggle child pages in navigation
        
        gluonts.nursery.SCott.model.lstm.lstm_estimator module
        
        gluonts.nursery.SCott.model.lstm.lstm_network module
    - gluonts.nursery.SCott.trainers package
      Toggle child pages in navigation
    - gluonts.nursery.SCott.preprocess_data module
    - gluonts.nursery.SCott.run module
  - gluonts.nursery.anomaly_detection package
    Toggle child pages in navigation
    - gluonts.nursery.anomaly_detection.supervised_metrics package
      Toggle child pages in navigation
      - gluonts.nursery.anomaly_detection.supervised_metrics.bounded_pr_auc module
      - gluonts.nursery.anomaly_detection.supervised_metrics.utils module
    - gluonts.nursery.anomaly_detection.filters module
  - gluonts.nursery.auto_ode namespace
    Toggle child pages in navigation
    - gluonts.nursery.auto_ode.auto_ode module
  - gluonts.nursery.autogluon_tabular package
    Toggle child pages in navigation
  - gluonts.nursery.glide package
    Toggle child pages in navigation
  - gluonts.nursery.gmm_tpp namespace
    Toggle child pages in navigation
    - gluonts.nursery.gmm_tpp.gmm_base module
    - gluonts.nursery.gmm_tpp.simulation module
  - gluonts.nursery.sagemaker_sdk package
    Toggle child pages in navigation
  - gluonts.nursery.spliced_binned_pareto package
    Toggle child pages in navigation
- gluonts.shell package
  Toggle child pages in navigation
  - gluonts.shell.sagemaker package
    Toggle child pages in navigation
  - gluonts.shell.serve package
    Toggle child pages in navigation
    - gluonts.shell.serve.app module
  - gluonts.shell.env module
  - gluonts.shell.exceptions module
  - gluonts.shell.train module
  - gluonts.shell.util module
- gluonts.testutil package
  Toggle child pages in navigation
- gluonts.time_feature package
  Toggle child pages in navigation
- gluonts.torch package
  Toggle child pages in navigation
  - gluonts.torch.distributions package
    Toggle child pages in navigation
  - gluonts.torch.model package
    Toggle child pages in navigation
    - gluonts.torch.model.deep_npts package
      Toggle child pages in navigation
      - gluonts.torch.model.deep_npts.scaling module
    - gluonts.torch.model.deepar package
      Toggle child pages in navigation
    - gluonts.torch.model.mqf2 package
      Toggle child pages in navigation
    - gluonts.torch.model.simple_feedforward package
      Toggle child pages in navigation
    - gluonts.torch.model.estimator module
    - gluonts.torch.model.forecast module
    - gluonts.torch.model.forecast_generator module
    - gluonts.torch.model.predictor module
  - gluonts.torch.modules package
    Toggle child pages in navigation
  - gluonts.torch.batchify module
  - gluonts.torch.component module
  - gluonts.torch.prelude module
  - gluonts.torch.util module
- gluonts.transform package
  Toggle child pages in navigation
- gluonts.env module
- gluonts.exceptions module
- gluonts.gluonts_tqdm module
- gluonts.itertools module
- gluonts.json module
- gluonts.util module

Developing

Contributing Guidelines
Development Setup

Back to top

Toggle table of contents sidebar

gluonts.nursery.SCott.dataset_tools.synthetic module#

Made with Sphinx and @pradyunsg's Furo