Python API¶
Generated from the docstrings in alchemist_core. For a guided introduction see the Python quickstart.
| Module | What it holds |
|---|---|
| OptimizationSession | The session: variables, data, models, suggestions, saving |
| SearchSpace | Variable definitions and linear constraints |
| ExperimentManager | Experimental data and noise |
| Models | BoTorch and scikit-learn Gaussian processes |
| Acquisition | Acquisition functions for each backend |
| Design of experiments | Space-filling, classical and optimal designs |
| Audit log | Session metadata and the audit trail |
| Events | The event emitter and event payloads |
| Visualization | Plotting functions |