Reference
Reference¶
The complete public API, one page per area. This reference documents ResDAG 0.8.0; if a signature here disagrees with your installed version, trust your installed version.
Where do I find X¶
| You are looking for | Page |
|---|---|
Everything importable straight from resdag |
Top level |
The ESN one-object estimator (fit().forecast()) |
Facade |
ESNModel, ReservoirFeatureExtractor, Input, reservoir_input |
Core |
| Reservoir layers, cells, readout solvers, transforms | Layers |
| Topologies, input/feedback initializers, spec resolvers | Initialization |
ESNTrainer |
Training |
| Valid prediction time, forecast quality in Lyapunov times | Metrics |
| Premade architectures, coupled ensembles, aggregators | Models & ensembles |
run_hpo, loss functions, study utilities |
HPO |
TimeSeriesWindowDataset, make_dataloader, streaming training |
Work · Streaming |
| Data loading, splitting, RNG, ESP index | Utilities |
Scope¶
This reference covers the public API only; names with a leading underscore are private and not documented. For prose-first treatments of the same components, start from Build and Work.