v0.1.0.post1
Pre-release with basic functionality to automatically build emulators from simulation data, including:
- 10 machine learning models commonly used in surrogate modeling, incl. neural nets
- all models are scikit-learn compatible
- cross-validation
- hyperparameter optimisation (random and bayesian)
- parallelisation
- data pre-processing: scaling, dimensionality reduction
- plotting